Updated on 2026-04-13

Table of Contents

1. Recommendation

Recommendation

Publish Date	Title	Authors	PDF	Code
2005-12-29	The Topology of Music Recommendation Networks	Pedro Cano, Oscar Celma, Markus Koppenberger, Javier M. Buldú	Link	Not Available
2026-04-10	TME-PSR: Time-aware, Multi-interest, and Explanation Personalization for Sequential Recommendation	Qingzhuo Wang, Leilei Wen, Juntao Chen, Kunyu Peng, Ruiyang Qin, Zhihua Wei, Wen Shen	Link	Not Available
2026-04-10	DIAURec: Dual-Intent Space Representation Optimization for Recommendation	Yu Zhang, Yiwen Zhang, Yi Zhang, Lei Sang	Link	Not Available
2026-04-09	Beyond Dense Connectivity: Explicit Sparsity for Scalable Recommendation	Yantao Yu, Sen Qiao, Lei Shen, Bing Wang, Xiaoyi Zeng	Link	Not Available
2026-04-09	Context-Aware Disentanglement for Cross-Domain Sequential Recommendation: A Causal View	Xingzi Wang, Qingtian Bian, Hui Fang	Link	Not Available
2026-04-09	DialBGM: A Benchmark for Background Music Recommendation from Everyday Multi-Turn Dialogues	Joonhyeok Shin, Jaehoon Kang, Yujun Lee, Hannah Lee, Yejin Lee, Yoonji Park, Kyuhong Shim	Link	Not Available
2026-04-09	ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning	Jiani Huang, Shijie Wang, Liangbo Ning, Wenqi Fan, Qing Li	Link	Not Available
2026-04-08	Leveraging Artist Catalogs for Cold-Start Music Recommendation	Yan-Martin Tamm, Gregor Meehan, Vojtěch Nekl, Vojtěch Vančura, Rodrigo Alves, Johan Pauwels, Anna Aljanaki	Link	Not Available
2026-04-08	NestPipe: Large-Scale Recommendation Training on 1,500+ Accelerators via Nested Pipelining	Zhida Jiang, Zhaolong Xing, Huichao Chai, Tianxing Sun, Qiang Peng, Baopeng Yuan, Jiaxing Wang, Hua Du, Zhixin Wu, Xuemiao Li, Yikui Cao, Xinyu Liu, Yongxiang Feng, Zhen Chen, Ke Zhang	Link	Not Available
2026-04-08	Leveraging LLMs and Heterogeneous Knowledge Graphs for Persona-Driven Session-Based Recommendation	Muskan Gupta, Suraj Thapa, Jyotsana Khatri	Link	Not Available
2026-04-08	CASE: Cadence-Aware Set Encoding for Large-Scale Next Basket Repurchase Recommendation	Yanan Cao, Ashish Ranjan, Sinduja Subramaniam, Evren Korpeoglu, Kaushiki Nag, Kannan Achan	Link	Not Available
2026-04-02	What Do Humanities Scholars Need? A User Model for Recommendation in Digital Archives	Florian Atzenhofer-Baumgartner, Dominik Kowald	Link	Not Available
2026-04-07	Retrieve-then-Adapt: Retrieval-Augmented Test-Time Adaptation for Sequential Recommendation	Xing Tang, Jingyang Bin, Ziqiang Cui, Xiaokun Zhang, Fuyuan Lyu, Jingyan Jiang, Dugang Liu, Chen Ma, Xiuqiang He	Link	Not Available
2026-04-07	From Clues to Generation: Language-Guided Conditional Diffusion for Cross-Domain Recommendation	Ziang Lu, Lei Sang, Lin Mu, Yiwen Zhang	Link	Not Available
2026-04-07	Curr-RLCER:Curriculum Reinforcement Learning For Coherence Explainable Recommendation	Xiangchen Pan, Wei Wei	Link	Not Available
2026-04-07	Semantic Trimming and Auxiliary Multi-step Prediction for Generative Recommendation	Tianyu Zhan, Kairui Fu, Chengfei Lv, Zheqi Lv, Shengyu Zhang	Link	Not Available
2026-04-07	Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models	Yizhou Dang, Yifan Wu, Minhan Huang, Chuang Zhao, Lianbo Ma, Guibing Guo, Xingwei Wang, Zhu Sun	Link	Not Available
2026-04-06	CRAB: Codebook Rebalancing for Bias Mitigation in Generative Recommendation	Zezhong Fan, Ziheng Chen, Luyi Ma, Jin Huang, Lalitesh Morishetti, Kaushiki Nag, Sushant Kumar, Kannan Achan	Link	Not Available
2026-04-04	CURE:Circuit-Aware Unlearning for LLM-based Recommendation	Ziheng Chen, Jiali Cheng, Zezhong Fan, Hadi Amiri, Yunzhi Yao, Xiangguo Sun, Yang Zhang	Link	Not Available
2026-04-04	Tencent Advertising Algorithm Challenge 2025: All-Modality Generative Recommendation	Junwei Pan, Wei Xue, Chao Zhou, Xing Zhou, Lunan Fan, Yanbo Wang, Haoran Xin, Zhiyu Hu, Yaozheng Wang, Fengye Xu, Yurong Yang, Xiaotian Li, Junbang Huo, Wentao Ning, Yuliang Sun, Chengguo Yin, Jun Zhang, Shudong Huang, Lei Xiao, Huan Yu, Irwin King, Haijie Gu, Jie Jiang	Link	Not Available
2026-04-06	Retrieval Augmented Conversational Recommendation with Reinforcement Learning	Zhenrui Yue, Honglei Zhuang, Zhen Qin, Zhankui He, Huimin Zeng, Julian McAuley, Dong Wang	Link	Not Available
2026-04-06	FAVE: Flow-based Average Velocity Establishment for Sequential Recommendation	Ke Shi, Yao Zhang, Feng Guo, Jinyuan Zhang, JunShuo Zhang, Shen Gao, Shuo Shang	Link	Not Available
2026-04-05	A Logical-Rule Autoencoder for Interpretable Recommendations	Jinhao Pan, Bowen Wei, Ziwei Zhu	Link	Not Available
2026-04-05	FLAME: Condensing Ensemble Diversity into a Single Network for Efficient Sequential Recommendation	WooJoo Kim, JunYoung Kim, JaeHyung Lim, SeongJin Choi, SeongKu Kang, HwanJo Yu	Link	Not Available
2026-04-04	Rank, Don't Generate: Statement-level Ranking for Explainable Recommendation	Ben Kabongo, Arthur Satouf, Vincent Guigue	Link	Not Available
2026-04-04	Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation	Zhifu Wei, Yizhou Dang, Guibing Guo, Chuang Zhao, Zhu Sun	Link	Not Available
2026-04-04	User Simulator-Guided Multi-Turn Preference Optimization for Reasoning LLM-based Conversational Recommendation	Xingyuan Xiang, Xiangchen Pan, Wei Wei	Link	Not Available
2026-04-04	MMP-Refer: Multimodal Path Retrieval-augmented LLMs For Explainable Recommendation	Xiangchen Pan, Wei Wei	Link	Not Available
2026-04-04	Joint Behavior-guided and Modality-coherence Conditional Graph Diffusion Denoising for Multi Modal Recommendation	Xiangchen Pan, Wei Wei	Link	Not Available
2026-04-03	User-Aware Conditional Generative Total Correlation Learning for Multi-Modal Recommendation	Jing Du, Zesheng Ye, Congbo Ma, Feng Liu, Flora. D. Salim	Link	Not Available
2026-04-03	Bilateral Intent-Enhanced Sequential Recommendation with Embedding Perturbation-Based Contrastive Learning	Shanfan Zhang, Yongyi Lin, Yuan Rao	Link	Not Available
2026-04-03	MBGR: Multi-Business Prediction for Generative Recommendation at Meituan	Changhao Li, Junwei Yin, Zhilin Zeng, Senjie Kou, Shuli Wang, Wenshuai Chen, Yinhua Zhu, Haitao Wang, Xingxing Wang	Link	Not Available
2026-04-02	Grounded Token Initialization for New Vocabulary in LMs for Generative Recommendation	Daiwei Chen, Zhoutong Fu, Chengming Jiang, Haichao Zhang, Ran Zhou, Tan Wang, Chunnan Yao, Guoyao Li, Rui Cai, Yihan Cao, Ruijie Jiang, Fedor Borisyuk, Jianqiang Shen, Jingwei Wu, Ramya Korlakai Vinayak	Link	Not Available
2026-04-02	Towards Position-Robust Talent Recommendation via Large Language Models	Silin Du, Hongyan Liu	Link	Not Available
2026-04-02	TRU: Targeted Reverse Update for Efficient Multimodal Recommendation Unlearning	Zhanting Zhou, KaHou Tam, Ziqiang Zheng, Zeyu Ma, Yang Yang	Link	Not Available
2026-04-01	Aligning Recommendations with User Popularity Preferences	Mona Schirmer, Anton Thielmann, Pola Schwöbel, Thomas Martynec, Giuseppe Di Benedetto, Ben London, Yannik Stein	Link	Not Available
2026-04-01	UniMixer: A Unified Architecture for Scaling Laws in Recommendation Systems	Mingming Ha, Guanchen Wang, Linxun Chen, Xuan Rao, Yuexin Shi, Tianbao Ma, Zhaojie Liu, Yunqian Fan, Zilong Lu, Yanan Niu, Han Li, Kun Gai	Link	Not Available
2026-02-18	AgentFixer: From Failure Detection to Fix Recommendations in LLM Agentic Systems	Hadar Mulian, Sergey Zeltyn, Ido Levy, Liane Galanti, Avi Yaeli, Segev Shlomov	Link	Not Available
2026-03-31	Cold-Starts in Generative Recommendation: A Reproducibility Study	Zhen Zhang, Jujia Zhao, Xinyu Ma, Xin Xin, Maarten de Rijke, Zhaochun Ren	Link	Not Available
2026-03-31	Drift-Aware Continual Tokenization for Generative Recommendation	Yuebo Feng, Jiahao Liu, Mingzhe Han, Dongsheng Li, Hansu Gu, Peng Zhang, Tun Lu, Ning Gu	Link	Not Available
2026-03-31	Aligning Multimodal Sequential Recommendations via Robust Direct Preference Optimization with Sparse MoE	Hejin Huang, Jusheng Zhang, Kaitong Cai, Jian Wang, Rong Pan	Link	Not Available
2026-03-30	RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative Recommendation	Yulei Huang, Hao Deng, Haibo Xing, Jinxin Hu, Chuanfei Xu, Zulong Chen, Yu Zhang, Xiaoyi Zeng	Link	Not Available
2026-03-28	TrendGen: An Outfit Recommendation and Display System	Theodoros Koukopoulos, Dimos Klimenof, Ioannis Xarchakos	Link	Not Available
2026-03-14	EVNextTrade: Learning-to-Rank-Based Recommendation of Next Charging Nodes for EV-EV Energy Trading	Md Mahfujur Rahmana, Alistair Barros, Raja Jurdak, Darshika Koggalahewa	Link	Not Available
2026-03-27	Rethinking Recommendation Paradigms: From Pipelines to Agentic Recommender Systems	Jinxin Hu, Hao Deng, Lingyu Mu, Hao Zhang, Shizhun Wang, Yu Zhang, Xiaoyi Zeng	Link	Not Available
2026-03-26	Auditing the Impact of Cross-Site Web Tracking on YouTube Political and Misinformation Recommendations	Salim Chouaki, Savaiz Nazir, Sandra Siby	Link	Not Available
2026-03-26	MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation	Ranxu Zhang, Junjie Meng, Ying Sun, Ziqi Xu, Bing Yin, Hao Li, Yanyong Zhang, Chao Wang	Link	Not Available
2026-03-26	Hyena Operator for Fast Sequential Recommendation	Jiahao Liu, Lin Li, Zhiyuan Li, Kaixi Hu, Kaize Shi, Jingling Yuan	Link	Not Available
2026-03-26	Evaluating adaptive and generative AI-based feedback and recommendations in a knowledge-graph-integrated programming learning system	Lalita Na Nongkhai, Jingyun Wang, Adam Wynn, Takahiko Mendori	Link	Not Available
2026-03-25	Pseudo Label NCF for Sparse OHC Recommendation: Dual Representation Learning and the Separability Accuracy Trade off	Pronob Kumar Barman, Tera L. Reynolds, James Foulds	Link	Not Available
2026-03-25	Exploring How Fair Model Representations Relate to Fair Recommendations	Bjørnar Vassøy, Benjamin Kille, Helge Langseth	Link	Not Available
2026-03-25	Sequence-aware Large Language Models for Explainable Recommendation	Gangyi Zhang, Runzhe Teng, Chongming Gao	Link	Not Available
2026-03-24	Lightweight Fairness for LLM-Based Recommendations via Kernelized Projection and Gated Adapters	Nan Cui, Wendy Hui Wang, Yue Ning	Link	Not Available
2026-03-24	Reasoning over Semantic IDs Enhances Generative Recommendation	Yingzhi He, Yan Sun, Junfei Tan, Yuxin Chen, Xiaoyu Kong, Chunxu Shen, Xiang Wang, An Zhang, Tat-Seng Chua	Link	Not Available
2026-03-24	GateSID: Adaptive Gating for Semantic-Collaborative Alignment in Cold-Start Recommendation	Hai Zhu, Yantao Yu, Lei Shen, Bing Wang, Xiaoyi Zeng	Link	Not Available
2026-03-21	Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation	Chu Zhao, Enneng Yang, Jianzhe Zhao, Guibing Guo	Link	Not Available
2026-03-23	One Model, Two Markets: Bid-Aware Generative Recommendation	Yanchen Jiang, Zhe Feng, Christopher P. Mah, Aranyak Mehta, Di Wang	Link	Not Available
2026-03-23	Distributionally robust optimization for recommendation selection	Tomoya Yanagi, Shunnosuke Ikeda, Ken Kobayashi, Yuichi Takano	Link	Not Available
2026-03-23	TagLLM: A Fine-Grained Tag Generation Approach for Note Recommendation	Zhijian Chen, Likai Wang, Lei Chen, Yaguang Dou, Jialiang Shi, Tian Qi, Dongdong Hao, Mengying Lu, Cheng Ye, Chao Wei	Link	Not Available
2026-03-22	LSA: A Long-Short-term Aspect Interest Transformer for Aspect-Based Recommendation	Le Liu, Junrui Liu, Yunhan Gao, Ziheng Wang, Tong Li	Link	Not Available
2026-03-22	MI-DPG: Decomposable Parameter Generation Network Based on Mutual Information for Multi-Scenario Recommendation	Wenzhuo Cheng, Ke Ding, Xin Dong, Yong He, Liang Zhang, Linjian Mo	Link	Not Available
2026-03-21	Simple Projection-Free Algorithm for Contextual Recommendation with Logarithmic Regret and Robustness	Shinsaku Sakaue	Link	Not Available
2026-03-20	Low-pass Personalized Subgraph Federated Recommendation	Wooseok Sim, Hogun Park	Link	Not Available
2026-03-18	Report-based Recommendations for Policy Making and Agency Operations: Dataset and LLM Evaluation	Aleksandra Edwards, Thomas Edwards, Jose Camacho-Collados, Alun Preece	Link	Not Available
2026-03-18	FastPFRec: A Fast Personalized Federated Recommendation with Secure Sharing	Zhenxing Yan, Jidong Yuan, Yongqi Sun, Haiyang Liu, Zhihui Gao	Link	Not Available
2026-03-20	DALI: LLM-Agent Enhanced Dual-Stream Adaptive Leadership Identification for Group Recommendations	Boxun Song, Min Gao, Jiawei Cheng	Link	Not Available
2026-03-20	How Well Does Generative Recommendation Generalize?	Yijie Ding, Zitian Guo, Jiacheng Li, Letian Peng, Shuai Shao, Wei Shao, Xiaoqiang Luo, Luke Simon, Jingbo Shang, Julian McAuley, Yupeng Hou	Link	Not Available
2026-03-20	AIGQ: An End-to-End Hybrid Generative Architecture for E-commerce Query Recommendation	Jingcao Xu, Jianyun Zou, Renkai Yang, Zili Geng, Qiang Liu, Haihong Tang	Link	Not Available
2026-03-20	From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention Mechanism	Xiaokun Zhang, Bowei He, Jiamin Chen, Ziqiang Cui, Chen Ma	Link	Not Available
2026-03-19	Synthetic Control Misconceptions: Recommendations for Practice	Robert Pickett, Jennifer Hill, Sarah Cowan	Link	Not Available
2026-03-19	OCP: Orthogonal Constrained Projection for Sparse Scaling in Industrial Commodity Recommendation	Chen Sun, Beilin Xu, Boheng Tan, Jiacheng Wang, Yuefeng Sun, Rite Bo, Ying He, Yaqiang Zang, Pinghua Gong	Link	Not Available
2026-03-19	Interplay: Training Independent Simulators for Reference-Free Conversational Recommendation	Jerome Ramos, Feng Xia, Xi Wang, Shubham Chatterjee, Xiao Fu, Hossein A. Rahmani, Aldo Lipani	Link	Not Available
2026-03-19	Latent Factor Modeling with Expert Network for Multi-Behavior Recommendation	Mingshi Yan, Zhiyong Cheng, Yahong Han, Meng Wang	Link	Not Available
2026-03-19	HypeMed: Enhancing Medication Recommendations with Hypergraph-Based Patient Relationships	Xiangxu Zhang, Xiao Zhou, Hongteng Xu, Jianxun Lian	Link	Not Available
2026-03-18	A Unified Language Model for Large Scale Search, Recommendation, and Reasoning	Marco De Nadai, Edoardo D'Amico, Max Lefarov, Alexandre Tamborrino, Divita Vohra, Mark VanMiddlesworth, Shawn Lin, Jacqueline Wood, Jan Stypka, Eliza Klyce, Keshi Dai, Timothy Christopher Heath, Martin D. Gould, Yves Raimond, Sandeep Ghael, Tony Jebara, Andreas Damianou, Vladan Radosavljevic, Paul N. Bennett, Mounia Lalmas, Praveen Chandar	Link	Not Available
2026-03-18	VLM2Rec: Resolving Modality Collapse in Vision-Language Model Embedders for Multimodal Sequential Recommendation	Junyoung Kim, Woojoo Kim, Jaehyung Lim, Dongha Kim, Hwanjo Yu	Link	Not Available
2026-03-18	Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)	Zichen Tang, Zirui Zhang, Qian Wang, Zhenheng Tang, Bo Li, Xiaowen Chu	Link	Not Available
2026-03-18	PACE-RAG: Patient-Aware Contextual and Evidence-based Policy RAG for Clinical Drug Recommendation	Chaeyoung Huh, Hyunmin Hwang, Jung Hwan Shin, Jinse Park, Jong Chul Ye	Link	Not Available
2026-03-18	Learning Evolving Preferences: A Federated Continual Framework for User-Centric Recommendation	Chunxu Zhang, Zhiheng Xue, Guodong Long, Weipeng Zhang, Bo Yang	Link	Not Available
2026-03-17	RaDAR: Relation-aware Diffusion-Asymmetric Graph Contrastive Learning for Recommendation	Yixuan Huang, Jiawei Chen, Shengfan Zhang, Zongsheng Cao	Link	Not Available
2026-03-17	ReFORM: Review-aggregated Profile Generation via LLM with Multi-Factor Attention for Restaurant Recommendation	Moonsoo Park, Seulbeen Je, Donghyeon Park	Link	Not Available
2026-03-16	Same Performance, Hidden Bias: Evaluating Hypothesis- and Recommendation-Driven AI	Michaela Benk, Tim Miller	Link	Not Available
2026-03-16	Multi-Scenario User Profile Construction via Recommendation Lists	Hui Zhang, Jiayu Liu	Link	Not Available
2026-03-15	Bringing Model Editing to Generative Recommendation in Cold-Start Scenarios	Chenglei Shen, Teng Shi, Weijie Yu, Xiao Zhang, Jun Xu	Link	Not Available
2026-03-14	Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMs	Xiaofei Zhu, Jinfei Chen, Feiyang Yuan, Zhou Yang	Link	Not Available
2026-03-14	R3-REC: Reasoning-Driven Recommendation via Retrieval-Augmented LLMs over Multi-Granular Interest Signals	Yuchen Miao, Mingxuan Cui, Yitong Zhu, Yu Wang, Siyang Xu	Link	Not Available
2026-03-04	Multi-view Attention Fusion of Heterogeneous Hypergraph with Dynamic Behavioral Profiling for Personalized Learning Resource Recommendation	Tao Xie, Yan Li, Yongpan Sheng, Jian Liao	Link	Not Available
2026-02-25	Federated Personal Knowledge Graph Completion with Lightweight Large Language Models for Personalized Recommendations	Fernando Spadea, Oshani Seneviratne	Link	Not Available
2026-03-13	Can Fairness Be Prompted? Prompt-Based Debiasing Strategies in High-Stakes Recommendations	Mihaela Rotar, Theresia Veronika Rampisela, Maria Maistro	Link	Not Available
2026-03-13	VLM4Rec: Multimodal Semantic Representation for Recommendation with Large Vision-Language Models	Ty Valencia, Burak Barlas, Varun Singhal, Ruchir Bhatia, Wei Yang	Link	Not Available
2026-03-13	Sell Me This Stock: Unsafe Recommendation Drift in LLM Agents	Zekun Wu, Adriano Koshiyama, Sahan Bulathwela, Maria Perez-Ortiz	Link	Not Available
2026-03-13	Weighted Set Multi-Cover on Bounded Universe and Applications in Package Recommendation	Nima Shahbazi, Aryan Esmailpour, Stavros Sintos	Link	Not Available
2026-02-07	A Holistic Framework for Automated Configuration Recommendation for Cloud Service Monitoring	Anson Bastos, Shreeya Venneti, Anjaly Parayil, Ayush Choure, Chetan Bansal, Rujia Wang	Link	Not Available
2026-03-12	Fair Learning for Bias Mitigation and Quality Optimization in Paper Recommendation	Uttamasha Anjally Oyshi, Susan Gauch	Link	Not Available
2026-03-12	Enhancing Music Recommendation with User Mood Input	Terence Zeng	Link	Not Available
2026-03-12	Federated Learning and Unlearning for Recommendation with Personalized Data Sharing	Liang Qu, Jianxin Li, Wei Yuan, Shangfei Zheng, Lu Chen, Chengfei Liu, Hongzhi Yin	Link	Not Available
2026-03-12	Sharpness-Aware Minimization for Generalized Embedding Learning in Federated Recommendation	Fengyuan Yu, Xiaohua Feng, Yuyuan Li, Changwang Zhang, Jun Wang, Chaochao Chen	Link	Not Available
2026-03-12	Entropy Guided Diversification and Preference Elicitation in Agentic Recommendation Systems	Dat Tran, Yongce Li, Hannah Clay, Negin Golrezaei, Sajjad Beygi, Amin Saberi	Link	Not Available
2026-03-11	Breaking User-Centric Agency: A Tri-Party Framework for Agent-Based Recommendation	Yaxin Gong, Chongming Gao, Chenxiao Fan, Wenjie Wang, Fuli Feng, Xiangnan He	Link	Not Available
2026-03-11	Modeling Stage-wise Evolution of User Interests for News Recommendation	Zhiyong Cheng, Yike Jin, Zhijie Zhang, Huilin Chen, Zhangling Duan, Meng Wang	Link	Not Available
2026-03-10	Optimal Control Synthesis of Closed-Loop Recommendation Systems over Social Networks	Simone Mariano, Paolo Frasca	Link	Not Available
2026-03-10	A Bayesian adaptive enrichment design using aggregate historical data to inform individualized treatment recommendations	Lara Maleyeff, Shirin Golchi, Erica E. M. Moodie	Link	Not Available
2026-03-10	RecThinker: An Agentic Framework for Tool-Augmented Reasoning in Recommendation	Haobo Zhang, Yutao Zhu, Kelong Mao, Tianhao Li, Zhicheng Dou	Link	Not Available
2026-03-10	What Do We Care About in Bandits with Noncompliance? BRACE: Bandits with Recommendations, Abstention, and Certified Effects	Nicolás Della Penna	Link	Not Available
2026-03-09	PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents	Yuxiang Chai, Shunye Tang, Han Xiao, Rui Liu, Hongsheng Li	Link	Not Available
2026-03-08	Verifiable Reasoning for LLM-based Generative Recommendation	Xinyu Lin, Hanqing Zeng, Hanchao Yu, Yinglong Xia, Jiang Zhang, Aashu Singh, Fei Liu, Wenjie Wang, Fuli Feng, Tat-Seng Chua, Qifan Wang	Link	Not Available
2026-03-07	Multi-TAP: Multi-criteria Target Adaptive Persona Modeling for Cross-Domain Recommendation	Daehee Kang, Yeon-Chang Lee	Link	Not Available
2026-02-23	T-REX: Transformer-Based Category Sequence Generation for Grocery Basket Recommendation	Soroush Mokhtari, Muhammad Tayyab Asif, Sergiy Zubatiy	Link	Not Available
2026-02-21	Exploration Space Theory: Formal Foundations for Prerequisite-Aware Location-Based Recommendation	Madjid Sadallah	Link	Not Available
2026-02-02	Isotonic Layer: A Universal Framework for Generic Recommendation Debiasing	Hailing Cheng, Yafang Yang, Hemeng Tao, Fengyu Zhang	Link	Not Available
2026-03-06	MLLMRec-R1: Incentivizing Reasoning Capability in Large Language Models for Multimodal Sequential Recommendation	Yu Wang, Yonghui Yang, Le Wu, Jiancan Wu, Hefei Xu, Hui Lin	Link	Not Available
2026-03-06	Balancing Domestic and Global Perspectives: Evaluating Dual-Calibration and LLM-Generated Nudges for Diverse News Recommendation	Ruixuan Sun, Matthew Zent, Minzhu Zhao, Thanmayee Boyapati, Xinyi Li, Joseph A. Konstan	Link	Not Available
2026-03-05	Debiasing Sequential Recommendation with Time-aware Inverse Propensity Scoring	Sirui Huang, Jing Long, Qian Li, Guandong Xu, Qing Li	Link	Not Available
2026-03-04	CAMMSR: Category-Guided Attentive Mixture of Experts for Multimodal Sequential Recommendation	Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, Yijie Li, Jianheng Tang, Yunhuai Liu, Edith C. H. Ngai	Link	Not Available
2026-03-04	Fairness Begins with State: Purifying Latent Preferences for Hierarchical Reinforcement Learning in Interactive Recommendation	Yun Lu, Xiaoyu Shi, Hong Xie, Xiangyu Zhao, Mingsheng Shang	Link	Not Available
2026-03-04	DisenReason: Behavior Disentanglement and Latent Reasoning for Shared-Account Sequential Recommendation	Jiawei Cheng, Min Gao, Zongwei Wang, Xiaofei Zhu, Zhiyi Liu, Wentao Li, Wei Li, Huan Wu	Link	Not Available
2026-03-04	AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation	Yunxiao Shi, Wujiang Xu, Tingwei Chen, Haoning Shang, Ling Yang, Yunfeng Wan, Zhuo Cao, Xing Zi, Dimitris N. Metaxas, Min Xu	Link	Not Available
2026-02-08	Combating data scarcity in recommendation services: Integrating cognitive types of VARK and neural network technologies (LLM)	Nikita Zmanovskii	Link	Not Available
2026-03-03	Proactive Guiding Strategy for Item-side Fairness in Interactive Recommendation	Chongjun Xia, Xiaoyu Shi, Hong Xie, Xianzhi Wang, yun lu, Mingsheng Shang	Link	Not Available
2026-03-03	Beyond Factual Correctness: Mitigating Preference-Inconsistent Explanations in Explainable Recommendation	Chengkai Wang, Baisong Liu	Link	Not Available
2026-03-03	OneRanker: Unified Generation and Ranking with One Model in Industrial Advertising Recommendation	Dekai Sun, Yiming Liu, Jiafan Zhou, Xun Liu, Chenchen Yu, Yi Li, Jun Zhang, Huan Yu, Jie Jiang	Link	Not Available
2026-03-03	APAO: Adaptive Prefix-Aware Optimization for Generative Recommendation	Yuanqing Yu, Yifan Wang, Weizhi Ma, Zhiqiang Guo, Min Zhang	Link	Not Available
2026-03-03	S2CDR: Smoothing-Sharpening Process Model for Cross-Domain Recommendation	Xiaodong Li, Juwei Yue, Xinghua Zhang, Jiawei Sheng, Wenyuan Zhang, Taoyu Su, Zefeng Zhang, Tingwen Liu	Link	Not Available
2026-03-03	Sensory-Aware Sequential Recommendation via Review-Distilled Representations	Yeo Chan Yoon	Link	Not Available
2026-03-03	AlphaFree: Recommendation Free from Users, IDs, and GNNs	Minseo Jeon, Junwoo Jung, Daewon Gwak, Jinhong Jung	Link	Not Available
2026-03-03	SOLAR: SVD-Optimized Lifelong Attention for Recommendation	Chenghao Zhang, Chao Feng, Yuanhao Pu, Xunyong Yang, Wenhui Yu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai	Link	Not Available
2026-03-02	MealRec: Multi-granularity Sequential Modeling via Hierarchical Diffusion Models for Micro-Video Recommendation	Xinxin Dong, Haokai Ma, Yuze Zheng, Yongfu Zha, Yonghui Yang, Xiaodong Wang	Link	Not Available
2026-03-02	IDProxy: Cold-Start CTR Prediction for Ads and Recommendation at Xiaohongshu with Multimodal LLMs	Yubin Zhang, Haiming Xu, Guillaume Salha-Galvan, Ruiyan Han, Feiyang Xiao, Yanhua Huang, Li Lin, Yang Luo, Yao Hu	Link	Not Available
2026-03-02	CLEAR: Null-Space Projection for Cross-Modal De-Redundancy in Multimodal Recommendation	Hao Zhan, Yihui Wang, Yonghui Yang, Danyang Yue, Yu Wang, Pengyang Shao, Fei Shen, Fei Liu, Le Wu	Link	Not Available
2026-03-01	Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations	Zerui Chen, Heng Chang, Tianying Liu, Chuantian Zhou, Yi Cao, Jiandong Ding, Ming Liu, Bing Qin	Link	Not Available
2026-03-01	GeMi: A Graph-based, Multimodal Recommendation System for Narrative Scroll Paintings	Haimonti Dutta, Pruthvi Moluguri, Jin Dai, Saurabh Amarnath Mahindre	Link	Not Available
2026-02-28	SODA: Semantic-Oriented Distributional Alignment for Generative Recommendation	Ziqi Xue, Dingxian Wang, Yimeng Bai, Shuai Zhu, Jialei Li, Xiaoyan Zhao, Frank Yang, Andrew Rabinovich, Yang Zhang, Pablo N. Mendes	Link	Not Available
2026-02-28	RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation	Jin Zeng, Yupeng Qi, Hui Li, Chengming Li, Ziyu Lyu, Lixin Cui, Lu Bai	Link	Not Available
2026-02-28	Stop Treating Collisions Equally: Qualification-Aware Semantic ID Learning for Recommendation at Industrial Scale	Zheng Hu, Yuxin Chen, Yongsen Pan, Xu Yuan, Yuting Yin, Daoyuan Wang, Boyang Xia, Zefei Luo, Hongyang Wang, Songhao Ni, Dongxu Liang, Jun Wang, Shimin Cai, Tao Zhou, Fuji Ren, Wenwu Ou	Link	Not Available
2026-02-28	Trinity: A Scenario-Aware Recommendation Framework for Large-Scale Cold-Start Users	Wenhao Zheng, Wang Lu, Fangshuang Tang, Yiyang Lu, Jun Yang, Pengcheng Xiong, Yulan Yan	Link	Not Available
2026-02-28	MuonRec: Shifting the Optimizer Paradigm Beyond Adam in Scalable Generative Recommendation	Rong Shan, Aofan Yu, Bo Chen, Kuo Cai, Qiang Luo, Ruiming Tang, Han Li, Weiwen Liu, Weinan Zhang, Jianghao Lin	Link	Not Available
2026-02-10	Mag-Mamba: Modeling Coupled spatiotemporal Asymmetry for POI Recommendation	Zhuoxuan Li, Tangwei Ye, Jieyuan Pei, Haina Liang, Zhongyuan Lai, Zihan Liu, Yiming Wu, Qi Zhang, Liang Hu	Link	Not Available
2026-02-27	Recommendation Algorithms: A Comparative Study in Movie Domain	Rohit Chivukula, T. Jaya Lakshmi, Hemlata Sharma, C. H. S. N. P. Sairam Rallabandi	Link	Not Available
2026-02-27	Robust Aggregation for Federated Sequential Recommendation with Sparse and Poisoned Data	Minh Hieu Nguyen	Link	Not Available
2026-02-27	FuXi-Linear: Unleashing the Power of Linear Attention in Long-term Time-aware Sequential Recommendation	Yufei Ye, Wei Guo, Hao Wang, Luankang Zhang, Heng Chang, Hong Zhu, Yuyang Ye, Yong Liu, Defu Lian, Enhong Chen	Link	Not Available
2026-02-27	Learning to Reflect and Correct: Towards Better Decoding Trajectories for Large-Scale Generative Recommendation	Haibo Xing, Hao Deng, Lingyu Mu, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang	Link	Not Available
2026-02-26	Cross-Representation Knowledge Transfer for Improved Sequential Recommendations	Artur Gimranov, Viacheslav Yusupov, Elfat Sabitov, Tatyana Matveeva, Anton Lysenko, Ruslan Israfilov, Evgeny Frolov	Link	Not Available
2026-02-26	U-CAN: Utility-Aware Contrastive Attenuation for Efficient Unlearning in Generative Recommendation	Zezheng Wu, Rui Wang, Xinghe Cheng, Yang Shao, Qing Yang, Jiapu Wang, Jingwei Zhang	Link	Not Available
2026-02-26	From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation	Ruochen Yang, Xiaodong Li, Jiawei Sheng, Jiangxia Cao, Xinkui Lin, Shen Wang, Shuang Yang, Zhaojie Liu, Tingwen Liu	Link	Not Available
2026-02-26	MaRI: Accelerating Ranking Model Inference via Structural Re-parameterization in Large Scale Recommendation System	Yusheng Huang, Pengbo Xu, Shen Wang, Changxin Lao, Jiangxia Cao, Shuang Wen, Shuang Yang, Zhaojie Liu, Han Li, Kun Gai	Link	Not Available
2026-02-26	Generative Recommendation for Large-Scale Advertising	Ben Xue, Dan Liu, Lixiang Wang, Mingjie Sun, Peng Wang, Pengfei Zhang, Shaoyun Shi, Tianyu Xu, Yunhao Sha, Zhiqiang Liu, Bo Kong, Bo Wang, Hang Yang, Jieting Xue, Junhao Wang, Shengyu Wang, Shuping Hui, Wencai Ye, Xiao Lin, Yongzhi Li, Yuhang Chen, Zhihui Yin, Quan Chen, Shiyang Wen, Wenjin Wu, Han Li, Guorui Zhou, Changcheng Li, Peng Jiang, Kun Gai	Link	Not Available
2026-02-26	Fine-grained Semantics Integration for Large Language Model-based Recommendation	Jiawei Feng, Xiaoyu Kong, Leheng Sheng, Bin Wu, Chao Yi, Feifang Yang, Xiang-Rong Sheng, Han Zhu, Xiang Wang, Jiancan Wu, Xiangnan He	Link	Not Available
2026-02-25	From Bias to Balance: Fairness-Aware Paper Recommendation for Equitable Peer Review	Uttamasha Anjally Oyshi, Susan Gauch	Link	Not Available
2026-02-25	Learning to Collaborate via Structures: Cluster-Guided Item Alignment for Federated Recommendation	Yuchun Tu, Zhiwei Li, Bingli Sun, Yixuan Li, Xiao Song	Link	Not Available
2026-02-25	Offline Reasoning for Efficient Recommendation: LLM-Empowered Persona-Profiled Item Indexing	Deogyong Kim, Junseong Lee, Jeongeun Lee, Changhoe Kim, Junguel Lee, Jungseok Lee, Dongha Lee	Link	Not Available
2026-02-25	EditFlow: Benchmarking and Optimizing Code Edit Recommendation Systems via Reconstruction of Developer Flows	Chenyan Liu, Yun Lin, Jiaxin Chang, Jiawei Liu, Binhang Qi, Bo Jiang, Zhiyong Huang, Jin Song Dong	Link	Not Available
2026-02-25	Trie-Aware Transformers for Generative Recommendation	Zhenxiang Xu, Jiawei Chen, Sirui Chen, Yong He, Jieyu Yang, Chuan Yuan, Ke Ding, Can Wang	Link	Not Available
2026-02-24	Position-Aware Sequential Attention for Accurate Next Item Recommendations	Timur Nabiev, Evgeny Frolov	Link	Not Available
2026-02-24	Modality-Guided Mixture of Graph Experts with Entropy-Triggered Routing for Multimodal Recommendation	Ji Dai, Quan Fang, Dengsheng Cai	Link	Not Available
2026-02-24	From Logs to Language: Learning Optimal Verbalization for LLM-Based Recommendation at Industry Scale	Yucheng Shi, Ying Li, Yu Wang, Yesu Feng, Arjun Rao, Rein Houthooft, Shradha Sehgal, Jin Wang, Hao Zhen, Ninghao Liu, Linas Baltrunas	Link	Not Available
2026-02-23	ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation	Kun Yang, Yuxuan Zhu, Yazhe Chen, Siyao Zheng, Bangyang Hong, Kangle Wu, Yabo Ni, Anxiang Zeng, Cong Fu, Hui Li	Link	Not Available
2026-02-23	GrIT: Group Informed Transformer for Sequential Recommendation	Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana, Vikas Kumar	Link	Not Available
2026-02-23	A Three-stage Neuro-symbolic Recommendation Pipeline for Cultural Heritage Knowledge Graphs	Krzysztof Kutt, Elżbieta Sroka, Oleksandra Ishchuk, Luiz do Valle Miranda	Link	Not Available
2026-02-23	DReX: An Explainable Deep Learning-based Multimodal Recommendation Framework	Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana, Vikas Kumar	Link	Not Available
2026-02-23	Iconographic Classification and Content-Based Recommendation for Digitized Artworks	Krzysztof Kutt, Maciej Baczyński	Link	Not Available
2026-02-23	Integrating Predictive Models into Two-Sided Recommendations: A Matching-Theoretic Approach	Kazuki Sekiya, Suguru Otani, Yuki Komatsu, Sachio Ohkawa, Shunya Noda	Link	Not Available
2026-02-21	Give Users the Wheel: Towards Promptable Recommendation Paradigm	Fuyuan Lyu, Chenglin Luo, Qiyuan Zhang, Yupeng Hou, Haolun Wu, Xing Tang, Xue Liu, Jin L. C. Guo, Xiuqiang He	Link	Not Available
2026-02-21	DeepInterestGR: Mining Deep Multi-Interest Using Multi-Modal LLMs for Generative Recommendation	Yangchen Zeng	Link	Not Available
2026-02-21	Towards Reliable Negative Sampling for Recommendation with Implicit Feedback via In-Community Popularity	Chen Chen, Haobo Lin, Yuanbo Xu	Link	Not Available
2026-02-20	Qualitative Coding Analysis through Open-Source Large Language Models: A User Study and Design Recommendations	Tung T. Ngo, Dai Nguyen Van, Anh-Minh Nguyen, Phuong-Anh Do, Anh Nguyen-Quoc	Link	Not Available
2026-02-20	HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation	Lei Xin, Yuhao Zheng, Ke Cheng, Changjiang Jiang, Zifan Zhang, Fanhu Zeng	Link	Not Available
2026-02-19	WarpRec: Unifying Academic Rigor and Industrial Scale for Responsible, Reproducible, and Efficient Recommendation	Marco Avolio, Potito Aghilar, Sabino Roccotelli, Vito Walter Anelli, Chiara Mallamaci, Vincenzo Paparella, Marco Valentini, Alejandro Bellogín, Michelantonio Trizio, Joseph Trotta, Antonio Ferrara, Tommaso Di Noia	Link	Not Available
2026-02-19	Improving LLM-based Recommendation with Self-Hard Negatives from Intermediate Layers	Bingqian Li, Bowen Zheng, Xiaolei Wang, Long Zhang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-rong Wen	Link	Not Available
2026-02-19	Training-free Graph-based Imputation of Missing Modalities in Multimodal Recommendation	Daniele Malitesta, Emanuele Rossi, Claudio Pomo, Tommaso Di Noia, Fragkiskos D. Malliaros	Link	Not Available
2026-02-19	LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation	Rong Fu, Zijian Zhang, Haiyun Wei, Jiekai Wu, Kun Liu, Xianda Li, Haoyu Zhao, Yang Li, Yongtai Liu, Ziming Wang, Rui Lu, Simon Fong	Link	Not Available
2026-02-19	Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation	Yan Wang, Yi Han, Lingfei Qian, Yueru He, Xueqing Peng, Dongji Feng, Zhuohan Xie, Vincent Jim Zhang, Rosie Guo, Fengran Mo, Jimin Huang, Yankai Chen, Xue Liu, Jian-Yun Nie	Link	Not Available
2026-02-19	Bending the Scaling Law Curve in Large-Scale Recommendation Systems	Qin Ding, Kevin Course, Linjian Ma, Jianhui Sun, Ruochen Liu, Zhao Zhu, Chunxing Yin, Wei Li, Dai Li, Yu Shi, Xuan Cao, Ze Yang, Han Li, Xing Liu, Bi Xue, Hongwei Li, Rui Jian, Daisy Shi He, Jing Qian, Matt Ma, Qunshu Zhang, Rui Li	Link	Not Available
2026-02-18	Rethinking ANN-based Retrieval: Multifaceted Learnable Index for Large-scale Recommendation System	Jiang Zhang, Yubo Wang, Wei Chang, Lu Han, Xingying Cheng, Feng Zhang, Min Li, Songhao Jiang, Wei Zheng, Harry Tran, Zhen Wang, Lei Chen, Yueming Wang, Benyu Zhang, Xiangjun Fan, Bi Xue, Qifan Wang	Link	Not Available
2026-02-17	FeDecider: An LLM-Based Framework for Federated Cross-Domain Recommendation	Xinrui He, Ting-Wei Li, Tianxin Wei, Xuying Ning, Xinyu He, Wenxuan Bao, Hanghang Tong, Jingrui He	Link	Not Available
2026-02-03	BamaER: A Behavior-Aware Memory-Augmented Model for Exercise Recommendation	Qing Yang, Yuhao Jiang, Rui Wang, Jipeng Guo, Yejiang Wang, Xinghe Cheng, Zezheng Wu, Jiapu Wang, Jingwei Zhang	Link	Not Available
2026-02-17	Eco-Amazon: Enriching E-commerce Datasets with Product Carbon Footprint for Sustainable Recommendations	Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro	Link	Not Available
2026-02-17	Binge Watch: Reproducible Multimodal Benchmarks Datasets for Large-Scale Movie Recommendation on MovieLens-10M and 20M	Giuseppe Spillo, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro	Link	Not Available
2026-02-17	Semantics-Aware Denoising: A PLM-Guided Sample Reweighting Strategy for Robust Recommendation	Xikai Yang, Yang Wang, Yilin Li, Sebastian Sun	Link	Not Available
2026-02-16	Learning User Interests via Reasoning and Distillation for Cross-Domain News Recommendation	Mengdan Zhu, Yufan Zhao, Tao Di, Yulan Yan, Liang Zhao	Link	Not Available
2026-02-15	DAIAN: Deep Adaptive Intent-Aware Network for CTR Prediction in Trigger-Induced Recommendation	Zhihao Lv, Longtao Zhang, Ailong He, Shuzhi Cao, Shuguang Han, Jufeng Chen	Link	Not Available
2026-02-14	Experimentation Accelerator: Interpretable Insights and Creative Recommendations for A/B Testing with Content-Aware ranking	Zhengmian Hu, Lei Shi, Ritwik Sinha, Justin Grover, David Arbour	Link	Not Available
2026-02-14	DMESR: Dual-view MLLM-based Enhancing Framework for Multimodal Sequential Recommendation	Mingyao Huang, Qidong Liu, Wenxuan Yang, Moranxin Wang, Yuqi Sun, Haiping Zhu, Feng Tian, Yan Chen	Link	Not Available
2026-02-14	GEMs: Breaking the Long-Sequence Barrier in Generative Recommendation with a Multi-Stream Decoder	Yu Zhou, Chengcheng Guo, Kuo Cai, Ji Liu, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Guorui Zhou	Link	Not Available
2026-02-14	Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?	Mingqiao Zhang, Qiyao Peng, Yumeng Wang, Chunyuan Liu, Hongtao Liu	Link	Not Available
2026-02-14	Climber-Pilot: A Non-Myopic Generative Recommendation Model Towards Better Instruction-Following	Da Guo, Shijia Wang, Qiang Xiao, Yintao Ren, Weisheng Li, Songpei Xu, Ming Yue, Bin Huang, Guanlin Wu, Chuanjiang Luo	Link	Not Available
2026-02-14	Unleash the Potential of Long Semantic IDs for Generative Recommendation	Ming Xia, Zhiqin Zhou, Guoxin Ma, Dongmin Huang	Link	Not Available
2026-02-13	Awakening Dormant Users: Generative Recommendation with Counterfactual Functional Role Reasoning	Huishi Luo, Shuokai Li, Hanchen Yang, Zhongbo Sun, Haojie Ding, Boheng Zhang, Zijia Cai, Renliang Qian, Fan Yang, Tingting Gao, Chenyi Lei, Wenwu Ou, Fuzhen Zhuang	Link	Not Available
2026-02-13	RGAlign-Rec: Ranking-Guided Alignment for Latent Query Reasoning in Recommendation Systems	Junhua Liu, Yang Jihao, Cheng Chang, Kunrong LI, Bin Fu, Kwan Hui Lim	Link	Not Available
2026-02-13	Reasoning to Rank: An End-to-End Solution for Exploiting Large Language Models for Recommendation	Kehan Zheng, Deyao Hong, Qian Li, Jun Zhang, Huan Yu, Jie Jiang, Hongning Wang	Link	Not Available
2026-02-12	Latent Customer Segmentation and Value-Based Recommendation Leveraging a Two-Stage Model with Missing Labels	Keerthi Gopalakrishnan, Tianning Dong, Chia-Yen Ho, Yokila Arora, Topojoy Biswas, Jason Cho, Sushant Kumar, Kannan Achan	Link	Not Available
2026-02-12	Towards Personalized Bangla Book Recommendation: A Large-Scale Multi-Entity Book Graph Dataset	Rahin Arefin Ahmed, Md. Anik Chowdhury, Sakil Ahmed Sheikh Reza, Devnil Bhattacharjee, Muhammad Abdullah Adnan, Nafis Sadeq	Link	Not Available
2026-02-12	ULTRA:Urdu Language Transformer-based Recommendation Architecture	Alishbah Bashir, Fatima Qaiser, Ijaz Hussain	Link	Not Available
2026-02-12	Hi-SAM: A Hierarchical Structure-Aware Multi-modal Framework for Large-Scale Recommendation	Pingjun Pan, Tingting Zhou, Peiyao Lu, Tingting Fei, Hongxiang Chen, Chuanjiang Luo	Link	Not Available
2026-02-12	Uncertainty-aware Generative Recommendation	Chenxiao Fan, Chongming Gao, Yaxin Gong, Haoyan Liu, Fuli Feng, Xiangnan He	Link	Not Available
2026-02-12	EpicCBR: Item-Relation-Enhanced Dual-Scenario Contrastive Learning for Cold-Start Bundle Recommendation	Yihang Li, Zhuo Liu, Wei Wei	Link	Not Available
2026-02-12	IntTravel: A Real-World Dataset and Generative Framework for Integrated Multi-Task Travel Recommendation	Huimin Yan, Longfei Xu, Junjie Sun, Zheng Liu, Wei Luo, Kaikui Liu, Xiangxiang Chu	Link	Not Available
2026-02-12	Recurrent Preference Memory for Efficient Long-Sequence Generative Recommendation	Yixiao Chen, Yuan Wang, Yue Liu, Qiyao Wang, Ke Cheng, Xin Xu, Juntong Yan, Shuojin Yang, Menghao Guo, Jun Zhang, Huan Yu, Jie Jiang	Link	Not Available
2026-02-11	MTFM: A Scalable and Alignment-free Foundation Model for Industrial Recommendation in Meituan	Xin Song, Zhilin Guan, Ruidong Han, Binghao Tang, Tianwen Chen, Bing Li, Zihao Li, Han Zhang, Fei Jiang, Qing Wang, Zikang Xu, Fengyi Li, Chunzhen Jing, Lei Yu, Wei Lin	Link	Not Available
2026-02-11	MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommendation	Jialin Liu, Zhaorui Zhang, Ray C. C. Cheung	Link	Not Available
2026-02-11	Viewpoint Recommendation for Point Cloud Labeling through Interaction Cost Modeling	Yu Zhang, Xinyi Zhao, Chongke Bi, Siming Chen	Link	Not Available
2026-02-11	Equity by Design: Fairness-Driven Recommendation in Heterogeneous Two-Sided Markets	Dominykas Seputis, Alexander Timans, Rajeev Verma	Link	Not Available
2026-02-11	Spend Search Where It Pays: Value-Guided Structured Sampling and Optimization for Generative Recommendation	Jie Jiang, Yangru Huang, Zeyu Wang, Changping Wang, Yuling Xiong, Jun Zhang, Huan Yu	Link	Not Available
2026-02-11	S-GRec: Personalized Semantic-Aware Generative Recommendation with Asymmetric Advantage	Jie Jiang, Hongbo Tang, Wenjie Wu, Yangru Huang, Zhenmao Li, Qian Li, Changping Wang, Jun Zhang, Huan Yu	Link	Not Available
2026-02-11	Boundary-Aware Multi-Behavior Dynamic Graph Transformer for Sequential Recommendation	Jingsong Su, Xuetao Ma, Mingming Li, Qiannan Zhu, Yu Guo	Link	Not Available
2026-02-11	Compute Only Once: UG-Separation for Efficient Large Recommendation Models	Hui Lu, Zheng Chai, Shipeng Bai, Hao Zhang, Zhifang Fan, Kunmin Bai, Yingwen Wu, Bingzheng Wei, Xiang Sun, Ziyan Gong, Tianyi Liu, Hua Chen, Deping Xie, Zhongkai Chen, Zhiliang Guo, Qiwei Chen, Yuchao Zheng	Link	Not Available
2026-02-11	End-to-End Semantic ID Generation for Generative Advertisement Recommendation	Jie Jiang, Xinxun Zhang, Enming Zhang, Yuling Xiong, Jun Zhang, Jingwen Wang, Huan Yu, Yuxiang Wang, Hao Wang, Xiao Yan, Jiawei Jiang	Link	Not Available
2026-02-11	Breaking the Curse of Repulsion: Optimistic Distributionally Robust Policy Optimization for Off-Policy Generative Recommendation	Jie Jiang, Yusen Huo, Xiangxin Zhan, Changping Wang, Jun Zhang	Link	Not Available
2026-02-11	GeoGR: A Generative Retrieval Framework for Spatio-Temporal Aware POI Recommendation	Fangye Wang, Haowen Lin, Yifang Yuan, Siyuan Wang, Xiaojiang Zhou, Song Yang, Pengjie Wang	Link	Not Available
2026-02-10	Modeling Programming Skills with Source Code Embeddings for Context-aware Exercise Recommendation	Carlos Eduardo P. Silva, João Pedro M. Sena, Julio C. S. Reis, André G. Santos, Lucas N. Ferreira	Link	Not Available
2026-02-10	Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents	Haochen Wang, Yi Wu, Daryl Chang, Li Wei, Lukasz Heldt	Link	Not Available
2026-02-10	Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture Design	Bojian Hou, Xiaolong Liu, Xiaoyi Liu, Jiaqi Xu, Yasmine Badr, Mengyue Hang, Sudhanshu Chanpuriya, Junqing Zhou, Yuhang Yang, Han Xu, Qiuling Suo, Laming Chen, Yuxi Hu, Jiasheng Zhang, Huaqing Xiong, Yuzhen Huang, Chao Chen, Yue Dong, Yi Yang, Shuo Chang, Xiaorui Gan, Wenlin Chen, Santanu Kolay, Darren Liu, Jade Nie, Chunzhi Yang, Ellie Wen, Jiyan Yang, Huayu Li	Link	Not Available
2026-02-10	Internalizing Multi-Agent Reasoning for Accurate and Efficient LLM-based Recommendation	Yang Wu, Haoze Wang, Qian Li, Jun Zhang, Huan Yu, Jie Jiang	Link	Not Available
2026-02-10	DiffuReason: Bridging Latent Reasoning and Generative Refinement for Sequential Recommendation	Jie Jiang, Yang Wu, Qian Li, Yuling Xiong, Yihang Su, Junbang Huo, Longfei Lu, Jun Zhang, Huan Yu	Link	Not Available
2026-02-10	UniShare: A Unified Framework for Joint Video and Receiver Recommendation in Social Sharing	Caimeng Wang, Li Chong, Dongxu Liu, Xu Min, Jianhui Bu	Link	Not Available
2026-02-10	Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation	Sunwoo Kim, Hyunjin Hwang, Kijung Shin	Link	Not Available
2026-02-10	SMES: Towards Scalable Multi-Task Recommendation via Expert Sparsity	Yukun Zhang, Si Dong, Xu Wang, Bo Chen, Qinglin Jia, Shengzhe Wang, Jinlong Jiao, Runhan Li, Jiaqing Liu, Chaoyi Ma, Ruiming Tang, Guorui Zhou, Han Li, Kun Gai	Link	Not Available
2026-02-10	Empowering Contrastive Federated Sequential Recommendation with LLMs	Thi Minh Chau Nguyen, Minh Hieu Nguyen, Duc Anh Nguyen, Xuan Huong Tran, Thanh Trung Huynh, Quoc Viet Hung Nguyen	Link	Not Available
2026-02-09	OmniReview: A Large-scale Benchmark and LLM-enhanced Framework for Realistic Reviewer Recommendation	Yehua Huang, Penglei Sun, Zebin Chen, Zhenheng Tang, Xiaowen Chu	Link	Not Available
2026-02-09	Contrastive Learning for Diversity-Aware Product Recommendations in Retail	Vasileios Karlis, Ezgi Yıldırım, David Vos, Maarten de Rijke	Link	Not Available
2026-02-09	Whose Name Comes Up? Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation	Lisette Espin-Noboa, Gonzalo Gabriel Mendez	Link	Not Available
2026-02-09	SA-CAISR: Stage-Adaptive and Conflict-Aware Incremental Sequential Recommendation	Xiaomeng Song, Xinru Wang, Hanbing Wang, Hongyu Lu, Yu Chen, Zhaochun Ren, Zhumin Chen	Link	Not Available
2026-02-09	OneLive: Dynamically Unified Generative Framework for Live-Streaming Recommendation	Shen Wang, Yusheng Huang, Ruochen Yang, Shuang Wen, Pengbo Xu, Jiangxia Cao, Yueyang Liu, Kuo Cai, Chengcheng Guo, Shiyao Wang, Xinchen Luo, Qiang Luo, Ruiming Tang, Shuang Yang, Zhaojie Liu, Guorui Zhou, Han Li, Kun Gai	Link	Not Available
2026-02-09	RankGR: Rank-Enhanced Generative Retrieval with Listwise Direct Preference Optimization in Recommendation	Kairui Fu, Changfa Wu, Kun Yuan, Binbin Cao, Dunxian Huang, Yuliang Yan, Junjun Zheng, Jianning Zhang, Silu Zhou, Jian Wu, Kun Kuang	Link	Not Available
2026-02-09	QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling	Tian Xia, Jiaqi Zhang, Yueyang Liu, Hongjian Dou, Tingya Yin, Jiangxia Cao, Xulei Liang, Tianlu Xie, Lihao Liu, Xiang Chen, Shen Wang, Changxin Lao, Haixiang Gan, Jinkai Yu, Keting Cen, Lu Hao, Xu Zhang, Qiqiang Zhong, Zhongbo Sun, Yiyu Wang, Shuang Yang, Mingxin Wen, Xiangyu Wu, Shaoguo Liu, Tingting Gao, Zhaojie Liu, Han Li, Kun Gai	Link	Not Available
2026-02-09	PIT: A Dynamic Personalized Item Tokenizer for End-to-End Generative Recommendation	Huanjie Wang, Xinchen Luo, Honghui Bao, Zhang Zixing, Lejian Ren, Yunfan Wu, Hongwei Zhang, Liwei Guan, Guang Chen	Link	Not Available
2026-02-08	Gender and Race Bias in Consumer Product Recommendations by Large Language Models	Ke Xu, Shera Potka, Alex Thomo	Link	Not Available
2026-02-08	Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations	Chenglei Shen, Yi Zhan, Weijie Yu, Xiao Zhang, Jun Xu	Link	Not Available
2026-02-08	Learning to Alleviate Familiarity Bias in Video Recommendation	Zheng Ren, Yi Wu, Jianan Lu, Acar Ary, Yiqu Liu, Li Wei, Lukasz Heldt	Link	Not Available
2026-02-08	SimGR: Escaping the Pitfalls of Generative Decoding in LLM-based Recommendation	Yuanbo Zhao, Ruochen Liu, Senzhang Wang, Jun Yin, Yuxin Dong, Huan Gong, Hao Chen, Shirui Pan, Chengqi Zhang	Link	Not Available
2026-02-07	MSN: A Memory-based Sparse Activation Scaling Framework for Large-scale Industrial Recommendation	Shikang Wu, Hui Lu, Jinqiu Jin, Zheng Chai, Shiyong Hong, Junjie Zhang, Shanlei Mu, Kaiyuan Ma, Tianyi Liu, Yuchao Zheng, Zhe Wang, Jingjian Lin	Link	Not Available
2026-02-07	MDL: A Unified Multi-Distribution Learner in Large-scale Industrial Recommendation through Tokenization	Shanlei Mu, Yuchen Jiang, Shikang Wu, Shiyong Hong, Tianmu Sha, Junjie Zhang, Jie Zhu, Zhe Chen, Zhe Wang, Jingjian Lin	Link	Not Available
2026-02-07	LIT-GRAPH: Evaluating Deep vs. Shallow Graph Embeddings for High-Quality Text Recommendation in Domain-Specific Knowledge Graphs	Nirmal Gelal, Chloe Snow, Kathleen M. Jagodnik, Ambyr Rios, Hande Küçük McGinty	Link	Not Available
2026-02-07	Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation	Benyu Zhang, Qiang Zhang, Jianpeng Cheng, Hong-You Chen, Qifei Wang, Wei Sun, Shen Li, Jia Li, Jiahao Wu, Xiangjun Fan, Hong Yan	Link	Not Available
2026-02-06	Sequences as Nodes for Contrastive Multimodal Graph Recommendation	Bucher Sahyouni, Matthew Vowels, Liqun Chen, Simon Hadfield	Link	Not Available
2026-02-06	Multimodal Enhancement of Sequential Recommendation	Bucher Sahyouni, Matthew Vowels, Liqun Chen, Simon Hadfield	Link	Not Available
2026-02-05	AgenticTagger: Structured Item Representation for Recommendation with LLM Agents	Zhouhang Xie, Bo Peng, Zhankui He, Ziqi Chen, Alice Han, Isabella Ye, Benjamin Coleman, Noveen Sachdeva, Fernando Pereira, Julian McAuley, Wang-Cheng Kang, Derek Zhiyuan Cheng, Beidou Wang, Randolph Brown	Link	Not Available
2026-02-05	CFRecs: Counterfactual Recommendations on Real Estate User Listing Interaction Graphs	Seyedmasoud Mousavi, Ruomeng Xu, Xiaojing Zhu	Link	Not Available
2026-02-05	Reasoning-guided Collaborative Filtering with Language Models for Explainable Recommendation	Fahad Anwaar, Adil Mehmood Khan, Muhammad Khalid, Usman Zia, Kezhi Wang	Link	Not Available
2026-02-05	LLM-driven Multimodal Recommendation	Yicheng Di	Link	Not Available
2026-02-05	Aspect-Aware MOOC Recommendation in a Heterogeneous Network	Seongyeub Chu, Jongwoo Kim, Mun Yong Yi	Link	Not Available
2026-02-04	Autodiscover: A reinforcement learning recommendation system for the cold-start imbalance challenge in active learning, powered by graph-aware thompson sampling	Parsa Vares	Link	Not Available
2026-02-04	Quantile-Physics Hybrid Framework for Safe-Speed Recommendation under Diverse Weather Conditions Leveraging Connected Vehicle and Road Weather Information Systems Data	Wen Zhang, Adel W. Sadek, Chunming Qiao	Link	Not Available
2026-02-04	VK-LSVD: A Large-Scale Industrial Dataset for Short-Video Recommendation	Aleksandr Poslavsky, Alexander D'yakonov, Yuriy Dorn, Andrey Zimovnov	Link	Not Available
2026-02-04	DOS: Dual-Flow Orthogonal Semantic IDs for Recommendation in Meituan	Junwei Yin, Senjie Kou, Changhao Li, Shuli Wang, Xue Wei, Yinqiu Huang, Yinhua Zhu, Haitao Wang, Xingxing Wang	Link	Not Available
2026-02-04	MiniRec: Data-Efficient Reinforcement Learning for LLM-based Recommendation	Lin Wang, Yang Zhang, Jingfan Chen, Xiaoyan Zhao, Fengbin Zhu, Qing Li, Tat-Seng Chua	Link	Not Available
2026-02-03	Multimodal Generative Recommendation for Fusing Semantic and Collaborative Signals	Moritz Vandenhirtz, Kaveh Hassani, Shervin Ghasemlou, Shuai Shao, Hamid Eghbalzadeh, Fuchun Peng, Jun Liu, Michael Louis Iuzzolino	Link	Not Available
2026-02-03	Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking	Xinyu Lin, Pengyuan Liu, Wenjie Wang, Yicheng Hu, Chen Xu, Fuli Feng, Qifan Wang, Tat-Seng Chua	Link	Not Available
2026-02-03	AesRec: A Dataset for Aesthetics-Aligned Clothing Outfit Recommendation	Wenxin Ye, Lin Li, Ming Li, Yang Shen, Kanghong Wang, Jimmy Xiangji Huang	Link	Not Available
2026-02-03	SCASRec: A Self-Correcting and Auto-Stopping Model for Generative Route List Recommendation	Chao Chen, Longfei Xu, Daohan Su, Tengfei Liu, Hanyu Guo, Yihai Duan, Kaikui Liu, Xiangxiang Chu	Link	Not Available
2026-02-03	Cyber Insurance, Audit, and Policy: Review, Analysis and Recommendations	Danielle Jean Hanson, Jeremy Straub	Link	Not Available
2026-02-03	De-conflating Preference and Qualification: Constrained Dual-Perspective Reasoning for Job Recommendation with Large Language Models	Bryce Kan, Wei Yang, Emily Nguyen, Ganghui Yi, Bowen Yi, Chenxiao Yu, Yan Liu	Link	Not Available
2026-01-31	Uncertainty and Fairness Awareness in LLM-Based Recommendation Systems	Chandan Kumar Sah, Xiaoli Lian, Li Zhang, Tony Xu, Syed Shazaib Shah	Link	Not Available
2026-02-02	Adaptive Quality-Diversity Trade-offs for Large-Scale Batch Recommendation	Clémence Réda, Tomas Rigaux, Hiba Bederina, Koh Takeuchi, Hisashi Kashima, Jill-Jênn Vie	Link	Not Available
2026-02-02	AdNanny: One Reasoning LLM for All Offline Ads Recommendation Tasks	Nan Hu, Han Li, Jimeng Sun, Lu Wang, Fangkai Yang, Bo Qiao, Pu Zhao, David Dai, Mengyu Liu, Yuefeng Zhan, Jianjin Zhang, Weihao Han, Allen Sun, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Denvy Deng, Feng Sun, Qi Zhang	Link	Not Available
2026-01-31	Domain-Adaptive and Scalable Dense Retrieval for Content-Based Recommendation	Mritunjay Pandey	Link	Not Available
2026-01-31	Gamma Imagers for Nuclear Security and Nuclear Forensics: Recommendations based on results from a side-by-side intercomparison	L. E. Sinclair, P. R. B. Saull, A. McCann, A. M. L. MacLeod, N. J. Murtha, A. El-Jaby, G. Jonkmans	Link	Not Available
2026-01-31	Neuro-symbolic AI for Predictive Maintenance (PdM) -- review and recommendations	Kyle Hamilton, Muhammad Intizar Ali	Link	Not Available
2026-01-31	Towards Trustworthy Multimodal Recommendation	Zixuan Li	Link	Not Available
2026-01-31	SWGCN: Synergy Weighted Graph Convolutional Network for Multi-Behavior Recommendation	Fangda Chen, Yueyang Wang, Chaoli Lou, Min Gao, Qingyu Xiong	Link	Not Available
2026-01-31	RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment	Yuecheng Li, Hengwei Ju, Zeyu Song, Wei Yang, Chi Lu, Peng Jiang, Kun Gai	Link	Not Available
2026-01-31	Towards Sample-Efficient and Stable Reinforcement Learning for LLM-based Recommendation	Hongxun Ding, Keqin Bao, Jizhi Zhang, Yi Fang, Wenxin Xu, Fuli Feng, Xiangnan He	Link	Not Available
2026-01-30	Standardized Methods and Recommendations for Green Federated Learning	Austin Tapp, Holger R. Roth, Ziyue Xu, Abhijeet Parida, Hareem Nisar, Marius George Linguraru	Link	Not Available
2026-01-30	BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models	Weiqin Yang, Bohao Wang, Zhenxiang Xu, Jiawei Chen, Shengjia Zhang, Jingbang Chen, Canghong Jin, Can Wang	Link	Not Available
2026-01-30	User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering	Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Dongjie Wang, Mei Liu, Zijun Yao	Link	Not Available
2026-01-30	SCaLRec: Semantic Calibration for LLM-enabled Cloud-Device Sequential Recommendation	Ruiqi Zheng, Jinli Cao, Jiao Yin, Hongzhi Yin	Link	Not Available
2026-01-30	FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning	Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang	Link	Not Available
2026-01-29	SpecTran: Spectral-Aware Transformer-based Adapter for LLM-Enhanced Sequential Recommendation	Yu Cui, Feng Liu, Zhaoxiang Wang, Changwang Zhang, Jun Wang, Can Wang, Jiawei Chen	Link	Not Available
2026-01-29	The Double-Edged Sword of Knowledge Transfer: Diagnosing and Curing Fairness Pathologies in Cross-Domain Recommendation	Yuhan Zhao, Weixin Chen, Li Chen, Weike Pan	Link	Not Available
2026-01-29	SAGE: Sequence-level Adaptive Gradient Evolution for Generative Recommendation	Yu Xie, Xing Kai Ren, Ying Qi, Hu Yao	Link	Not Available
2026-01-29	Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for Explainable Multi-Behavior Recommendation	Yuzhe Chen, Jie Cao, Youquan Wang, Haicheng Tao, Darko B. Vukovic, Jia Wu	Link	Not Available
2026-01-29	Zenith: Scaling up Ranking Models for Billion-scale Livestreaming Recommendation	Ruifeng Zhang, Zexi Huang, Zikai Wang, Ke Sun, Bohang Zheng, Yuchen Jiang, Zhe Chen, Zhen Ouyang, Huimin Xie, Phil Shen, Junlin Zhang, Yuchao Zheng, Wentao Guo, Qinglei Wang	Link	Not Available
2026-01-28	SteerEval: A Framework for Evaluating Steerability with Natural Language Profiles for Recommendation	Joyce Zhou, Weijie Zhou, Doug Turnbull, Thorsten Joachims	Link	Not Available
2026-01-28	Post-Training Fairness Control: A Single-Train Framework for Dynamic Fairness in Recommendation	Weixin Chen, Li Chen, Yuhan Zhao	Link	Not Available
2026-01-28	Less is More: Benchmarking LLM Based Recommendation Agents	Kargi Chauhan, Mahalakshmi Venkateswarlu	Link	Not Available
2026-01-28	Understanding npm Developers' Practices, Challenges, and Recommendations for Secure Package Development	Anthony Peruma, Truman Choy, Gerald Lee, Italo De Oliveira Santos	Link	Not Available
2026-01-28	MALLOC: Benchmarking the Memory-aware Long Sequence Compression for Large Sequential Recommendation	Qihang Yu, Kairui Fu, Zhaocheng Du, Yuxuan Si, Kaiyuan Li, Weihao Zhao, Zhicheng Zhang, Jieming Zhu, Quanyu Dai, Zhenhua Dong, Shengyu Zhang, Kun Kuang, Fei Wu	Link	Not Available
2026-01-28	Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation	Na Li, Jiaqi Yu, Minzhi Xie, Tiantian He, Xiaoxiao Xu, Zixiu Wang, Lantao Hu, Yongqi Liu, Han Li, Kaiqiao Zhan, Kun Gai	Link	Not Available
2026-01-28	MERGE: Next-Generation Item Indexing Paradigm for Large-Scale Streaming Recommendation	Jing Yan, Yimeng Bai, Zongyu Liu, Yahui Liu, Junwei Wang, Jingze Huang, Haoda Li, Sihao Ding, Shaohui Ruan, Yang Zhang	Link	Not Available
2026-01-28	Supporting Informed Self-Disclosure: Design Recommendations for Presenting AI-Estimates of Privacy Risks to Users	Isadora Krsek, Meryl Ye, Wei Xu, Alan Ritter, Laura Dabbish, Sauvik Das	Link	Not Available
2026-01-27	LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation	Lee Xiong, Zhirong Chen, Rahul Mayuranath, Shangran Qiu, Arda Ozdemir, Lu Li, Yang Hu, Dave Li, Jingtao Ren, Howard Cheng, Fabian Souto Herrera, Ahmed Agiza, Baruch Epshtein, Anuj Aggarwal, Julia Ulziisaikhan, Chao Wang, Dinesh Ramasamy, Parshva Doshi, Sri Reddy, Arnold Overwijk	Link	Not Available
2026-01-27	An Interpretable Recommendation Model for Psychometric Data, With an Application to Gerontological Primary Care	Andre Paulino de Lima, Paula Castro, Suzana Carvalho Vaz de Andrade, Rosa Maria Marcucci, Ruth Caldeira de Melo, Marcelo Garcia Manzato	Link	Not Available
2026-01-27	Differentiable Semantic ID for Generative Recommendation	Junchen Fu, Xuri Ge, Alexandros Karatzoglou, Ioannis Arapakis, Suzan Verberne, Joemon M. Jose, Zhaochun Ren	Link	Not Available
2026-01-27	LLM-Enhanced Reinforcement Learning for Long-Term User Satisfaction in Interactive Recommendation	Chongjun Xia, Yanchun Peng, Xianzhi Wang	Link	Not Available
2026-01-27	Enhancing Academic Paper Recommendations Using Fine-Grained Knowledge Entities and Multifaceted Document Embeddings	Haixu Xi, Heng Zhang, Chengzhi Zhang	Link	Not Available
2026-01-27	Masked Diffusion Generative Recommendation	Lingyu Mu, Hao Deng, Haibo Xing, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang	Link	Not Available
2026-01-27	UniRec: Unified Multimodal Encoding for LLM-Based Recommendations	Zijie Lei, Tao Feng, Zhigang Hua, Yan Xie, Guanyu Lin, Shuang Yang, Ge Liu, Jiaxuan You	Link	Not Available
2026-01-27	Learning Collective Medication Effects via Multi-level Abstraction for Medication Recommendation	Yanda Wang, Weitong Chen, Chao Tan, Ian Nabney, Lin Yue, Genlin Ji	Link	Not Available
2026-01-27	Propagating Similarity, Mitigating Uncertainty: Similarity Propagation-enhanced Uncertainty for Multimodal Recommendation	Xinzhuo Wu, Hongbo Wang, Yuan Lin, Kan Xu, Liang Yang, Hongfei Lin	Link	Not Available
2026-01-27	CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation	Jingyu Li, Zhaocheng Du, Qianhui Zhu, kaiyuan Li, Zhicheng Zhang, Song-Li Wu, Chaolang Li, Pengwen Dai	Link	Not Available
2026-01-27	Accelerating Generative Recommendation via Simple Categorical User Sequence Compression	Qijiong Liu, Lu Fan, Zhongzhou Liu, Xiaoyu Dong, Yuankai Luo, Guoyuan An, Nuo Chen, Wei Guo, Yong Liu, Xiao-Ming Wu	Link	Not Available
2026-01-27	LLMs as Orchestrators: Constraint-Compliant Multi-Agent Optimization for Recommendation Systems	Guilin Zhang, Kai Zhao, Jeffrey Friedman, Xu Chu	Link	Not Available
2026-01-27	RobustExplain: Evaluating Robustness of LLM-Based Explanation Agents for Recommendation	Guilin Zhang, Kai Zhao, Jeffrey Friedman, Xu Chu	Link	Not Available
2026-01-26	S$^2$GR: Stepwise Semantic-Guided Reasoning in Latent Space for Generative Recommendation	Zihao Guo, Jian Wang, Ruxin Zhou, Youhua Liu, Jiawei Guo, Jun Zhao, Xiaoxiao Xu, Yongqi Liu, Kaiqiao Zhan	Link	Not Available
2026-01-26	Feature-Indexed Federated Recommendation with Residual-Quantized Codebooks	Mingzhe Han, Jiahao Liu, Dongsheng Li, Hansu Gu, Peng Zhang, Ning Gu, Tun Lu	Link	Not Available
2026-01-26	Token-level Collaborative Alignment for LLM-based Generative Recommendation	Fake Lin, Binbin Hu, Zhi Zheng, Xi Zhu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Tong Xu	Link	Not Available
2026-01-26	TopKGAT: A Top-K Objective-Driven Architecture for Recommendation	Sirui Chen, Jiawei Chen, Canghong Jin, Sheng Zhou, Jingbang Chen, Wujie Sun, Can Wang	Link	Not Available
2026-01-26	Explaining Synergistic Effects in Social Recommendations	Yicong Li, Shan Jin, Qi Liu, Shuo Wang, Jiaying Liu, Shuo Yu, Qiang Zhang, Kuanjiu Zhou, Feng Xia	Link	Not Available
2026-01-26	Enhancing LLM-based Recommendation with Preference Hint Discovery from Knowledge Graph	Yuting Zhang, Ziliang Pei, Chao Wang, Ying Sun, Fuzhen Zhuang	Link	Not Available
2026-01-25	Post-Training Denoising of User Profiles with LLMs in Collaborative Filtering Recommendation	Ervin Dervishaj, Maria Maistro, Tuukka Ruotsalo, Christina Lioma	Link	Not Available
2026-01-24	UniGRec: Unified Generative Recommendation with Soft Identifiers for End-to-End Optimization	Jialei Li, Yang Zhang, Yimeng Bai, Shuai Zhu, Ziqi Xue, Xiaoyan Zhao, Dingxian Wang, Frank Yang, Andrew Rabinovich, Xiangnan He	Link	Not Available
2026-01-22	Frequency-aware Adaptive Contrastive Learning for Sequential Recommendation	Zhikai Wang, Weihua Zhang	Link	Not Available
2026-01-23	Explaining Group Recommendations via Counterfactuals	Maria Stratigi, Nikos Bikakis, Kostas Stefanidis	Link	Not Available
2026-01-23	LLM-powered Real-time Patent Citation Recommendation for Financial Technologies	Tianang Deng, Yu Deng, Tianchen Gao, Yonghong Hu, Rui Pan	Link	Not Available
2026-01-23	PRISM: Purified Representation and Integrated Semantic Modeling for Generative Sequential Recommendation	Dengzhao Fang, Jingtong Gao, Yu Li, Xiangyu Zhao, Yi Chang	Link	Not Available
2026-01-23	Segregation Before Polarization: How Recommendation Strategies Shape Echo Chamber Pathways	Junning Zhao, Kazutoshi Sasahara, Yu Chen	Link	Not Available
2026-01-22	MMGRid: Navigating Temporal-aware and Cross-domain Generative Recommendation via Model Merging	Tianjun Wei, Enneng Yang, Yingpeng Du, Huizhong Guo, Jie Zhang, Zhu Sun	Link	Not Available
2026-01-22	CoNRec: Context-Discerning Negative Recommendation with LLMs	Xinda Chen, Jiawei Wu, Yishuang Liu, Jialin Zhu, Shuwen Xiao, Junjun Zheng, Xiangheng Kong, Yuning Jiang	Link	Not Available
2026-01-22	Enhancing guidance for missing data in diffusion-based sequential recommendation	Qilong Yan, Yifei Xing, Dugang Liu, Jingpu Duan, Jian Yin	Link	Not Available
2026-01-22	BanditLP: Large-Scale Stochastic Optimization for Personalized Recommendations	Phuc Nguyen, Benjamin Zelditch, Joyce Chen, Rohit Patra, Changshuai Wei	Link	Not Available
2026-01-21	Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce Recommendation	Hanqi Jin, Gaoming Yang, Zhangming Chan, Yapeng Yuan, Longbin Li, Fei Sun, Yeqiu Yang, Jian Wu, Yuning Jiang, Bo Zheng	Link	Not Available
2026-01-21	When Text-as-Vision Meets Semantic IDs in Generative Recommendation: An Empirical Study	Shutong Qiao, Wei Yuan, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin	Link	Not Available
2026-01-21	IB-GRPO: Aligning LLM-based Learning Path Recommendation with Educational Objectives via Indicator-Based Group Relative Policy Optimization	Shuai Wang, Yaoming Yang, Bingdong Li, Hao Hao, Aimin Zhou	Link	Not Available
2026-01-19	How Recommendation Algorithms Shape Social Networks: An Adaptive Voter Model Approach	Fabian Veider, Georg Jäger, Bao Quoc Tang	Link	Not Available
2026-01-19	The Unfairness of Multifactorial Bias in Recommendation	Masoud Mansoury, Jin Huang, Mykola Pechenizkiy, Herke van Hoof, Maarten de Rijke	Link	Not Available
2026-01-18	Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations	Kartikey Singh Bhandari, Manav Ganesh, Yashwant Viswanathan, Archit Agrawal, Dhruv Kumar, Pratik Narang	Link	Not Available
2026-01-18	Facet-Aware Multi-Head Mixture-of-Experts Model with Text-Enhanced Pre-training for Sequential Recommendation	Mingrui Liu, Sixiao Zhang, Cheng Long	Link	Not Available
2026-01-09	Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation	Yuxi Lin, Yongkang Li, Jie Xing, Zipei Fan	Link	Not Available
2026-01-16	Isotropy-Optimized Contrastive Learning for Semantic Course Recommendation	Ali Khreis, Anthony Nasr, Yusuf Hilal	Link	Not Available
2026-01-16	Cross-Modal Attention Network with Dual Graph Learning in Multimodal Recommendation	Ji Dai, Quan Fang, Jun Hu, Desheng Cai, Yang Yang, Can Zhao	Link	Not Available
2026-01-16	PRISM: Personalized Recommendation via Information Synergy Module	Xinyi Zhang, Yutong Li, Peijie Sun, Letian Sha, Zhongxuan Han	Link	Not Available
2026-01-16	Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation	Yizhou Dang, Zhifu Wei, Minhan Huang, Lianbo Ma, Jianzhe Zhao, Guibing Guo, Xingwei Wang	Link	Not Available
2026-01-15	EncodeRec: An Embedding Backbone for Recommendation Systems	Guy Hadad, Neomi Rabaev, Bracha Shapira	Link	Not Available
2026-01-15	PADER: Paillier-based Secure Decentralized Social Recommendation	Chaochao Chen, Jiaming Qian, Fei Zheng, Yachuan Liu	Link	Not Available
2026-01-15	Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection	Hung Vinh Tran, Tong Chen, Hechuan Wen, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin	Link	Not Available
2026-01-15	SoK: Privacy-aware LLM in Healthcare: Threat Model, Privacy Techniques, Challenges and Recommendations	Mohoshin Ara Tahera, Karamveer Singh Sidhu, Shuvalaxmi Dass, Sajal Saha	Link	Not Available
2026-01-14	PCN-Rec: Agentic Proof-Carrying Negotiation for Reliable Governance-Constrained Recommendation	Aradhya Dixit, Shreem Dixit	Link	Not Available
2026-01-14	Unifying Search and Recommendation in LLMs via Gradient Multi-Subspace Tuning	Jujia Zhao, Zihan Wang, Shuaiqun Pan, Suzan Verberne, Zhaochun Ren	Link	Not Available
2026-01-14	On-Device Large Language Models for Sequential Recommendation	Xin Xia, Hongzhi Yin, Shane Culpepper	Link	Not Available
2026-01-13	FusID: Modality-Fused Semantic IDs for Generative Music Recommendation	Haven Kim, Yupeng Hou, Julian McAuley	Link	Not Available
2026-01-13	RMBRec: Robust Multi-Behavior Recommendation towards Target Behaviors	Miaomiao Cai, Zhijie Zhang, Junfeng Fang, Zhiyong Cheng, Xiang Wang, Meng Wang	Link	Not Available
2026-01-13	Quantum Computing -- Strategic Recommendations for the Industry	Marvin Erdmann, Lukas Karch, Abhishek Awasthi, Caitlin Isobel Jones, Pallavi Bhardwaj, Florian Krellner, Jonas Stein, Claudia Linnhoff-Popien, Nico Kraus, Peter Eder, Sarah Braun, Tong Liu	Link	Not Available
2026-01-13	GraphFusionSBR: Denoising Multi-Channel Graphs for Session-Based Recommendation	Jia-Xin He, Hung-Hsuan Chen	Link	Not Available
2026-01-13	Scalable Sequential Recommendation under Latency and Memory Constraints	Adithya Parthasarathy, Aswathnarayan Muthukrishnan Kirubakaran, Vinoth Punniyamoorthy, Nachiappan Chockalingam, Lokesh Butra, Kabilan Kannan, Abhirup Mazumder, Sumit Saha	Link	Not Available
2026-01-13	Markovian Pre-Trained Transformer for Next-Item Recommendation	Cong Xu, Guoliang Li, Jun Wang, Wei Zhang	Link	Not Available
2026-01-12	Coordinate Systems and Transforms in Space Physics: Terms, Definitions, Implementations, and Recommendations for Reproducibility	R. S. Weigel, A. Y. Shih, R. Ringuette, I. Christopher, S. M. Petrinec, S. Turner, R. M. Candey, G. K. Stephens, B. Cecconi	Link	Not Available
2026-01-12	Recommendation-as-Experience: A framework for context-sensitive adaptation in conversational recommender systems	Raj Mahmud, Shlomo Berkovsky, Mukesh Prasad, A. Baki Kocaballi	Link	Not Available
2026-01-12	Towards Multi-Behavior Multi-Task Recommendation via Behavior-informed Graph Embedding Learning	Wenhao Lai, Weike Pan, Zhong Ming	Link	Not Available
2026-01-11	Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers	Zhiyang Zhang, Junda She, Kuo Cai, Bo Chen, Shiyao Wang, Xinchen Luo, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Guorui Zhou	Link	Not Available
2026-01-10	Resource-Aware Task Allocator Design: Insights and Recommendations for Distributed Satellite Constellations	Bharadwaj Veeravalli	Link	Not Available
2026-01-10	Mapping and Comparing Climate Equity Policy Practices Using RAG LLM-Based Semantic Analysis and Recommendation Systems	Seung Jun Choi	Link	Not Available
2026-01-10	Pragya: An AI-Based Semantic Recommendation System for Sanskrit Subhasitas	Tanisha Raorane, Prasenjit Kole	Link	Not Available
2026-01-10	PixRec: Leveraging Visual Context for Next-Item Prediction in Sequential Recommendation	Sayak Chakrabarty, Souradip Pal	Link	Not Available
2026-01-08	Do LLMs Benefit from User and Item Embeddings in Recommendation Tasks?	Mir Rayat Imtiaz Hossain, Leo Feng, Leonid Sigal, Mohamed Osama Ahmed	Link	Not Available
2026-01-08	PROMISE: Process Reward Models Unlock Test-Time Scaling Laws in Generative Recommendations	Chengcheng Guo, Kuo Cai, Yu Zhou, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Guorui Zhou	Link	Not Available
2026-01-08	Reasoning Over Space: Enabling Geographic Reasoning for LLM-Based Generative Next POI Recommendation	Dongyi Lv, Qiuyu Ding, Heng-Da Xu, Zhaoxu Sun, Zhi Wang, Feng Xiong, Mu Xu	Link	Not Available
2026-01-07	Correct and Weight: A Simple Yet Effective Loss for Implicit Feedback Recommendation	Minglei Yin, Chuanbo Hu, Bin Liu, Neil Zhenqiang Gong, Yanfang, Ye, Xin Li	Link	Not Available
2026-01-06	Paper Skygest: Personalized Academic Recommendations on Bluesky	Sophie Greenwood, Nikhil Garg	Link	Not Available
2026-01-07	Modeling Behavioral Patterns in News Recommendations Using Fuzzy Neural Networks	Kevin Innerebner, Stephan Bartl, Markus Reiter-Haas, Elisabeth Lex	Link	Not Available
2026-01-07	Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation	Yuhan Yang, Jie Zou, Guojia An, Jiwei Wei, Yang Yang, Heng Tao Shen	Link	Not Available
2026-01-07	Efficient Sequential Recommendation for Long Term User Interest Via Personalization	Qiang Zhang, Hanchao Yu, Ivan Ji, Chen Yuan, Yi Zhang, Chihuang Liu, Xiaolong Wang, Christopher E. Lambert, Ren Chen, Chen Kovacs, Xinzhu Bei, Renqin Cai, Rui Li, Lizhu Zhang, Xiangjun Fan, Qunshu Zhang, Benyu Zhang	Link	Not Available
2026-01-06	Parallel Latent Reasoning for Sequential Recommendation	Jiakai Tang, Xu Chen, Wen Chen, Jian Wu, Yuning Jiang, Bo Zheng	Link	Not Available
2026-01-06	HarmonRank: Ranking-aligned Multi-objective Ensemble for Live-streaming E-commerce Recommendation	Boyang Xia, Zhou Yu, Zhiliang Zhu, Hanxiao Sun, Biyun Han, Jun Wang, Runnan Liu, Wenwu Ou	Link	Not Available
2025-12-24	Tree of Preferences for Diversified Recommendation	Hanyang Yuan, Ning Tang, Tongya Zheng, Jiarong Xu, Xintong Hu, Renhong Huang, Shunyu Liu, Jiacong Hu, Jiawei Chen, Mingli Song	Link	Not Available
2025-12-18	TAG-HGT: A Scalable and Cost-Effective Framework for Inductive Cold-Start Academic Recommendation	Zhexiang Li	Link	Not Available
2025-12-10	A Lay User Explainable Food Recommendation System Based on Hybrid Feature Importance Extraction and Large Language Models	Melissa Tessa, Diderot D. Cidjeu, Rachele Carli, Sarah Abchiche, Ahmad Aldarwishd, Igor Tchappi, Amro Najjar	Link	Not Available
2025-12-08	Improving News Recommendations through Hybrid Sentiment Modelling and Reinforcement Learning	Eunice Kingenga, Mike Wa Nkongolo	Link	Not Available
2025-11-28	Distillation-based Scenario-Adaptive Mixture-of-Experts for the Matching Stage of Multi-scenario Recommendation	Ruibing Wang, Shuhan Guo, Haotong Du, Quanming Yao	Link	Not Available
2025-11-25	TextBridgeGNN: Pre-training Graph Neural Network for Cross-Domain Recommendation via Text-Guided Transfer	Yiwen Chen, Yiqing Wu, Huishi Luo, Fuzhen Zhuang, Deqing Wang	Link	Not Available
2026-01-05	Exploring Diversity, Novelty, and Popularity Bias in ChatGPT's Recommendations	Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia	Link	Not Available
2026-01-05	MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation	Hyunsoo Kim, Jaewan Moon, Seongmin Park, Jongwuk Lee	Link	Not Available
2026-01-05	RelayGR: Scaling Long-Sequence Generative Recommendation via Cross-Stage Relay-Race Inference	Jiarui Wang, Huichao Chai, Yuanhang Zhang, Zongjin Zhou, Wei Guo, Xingkun Yang, Qiang Tang, Bo Pan, Jiawei Zhu, Ke Cheng, Yuting Yan, Shulan Wang, Yingjie Zhu, Zhengfan Yuan, Jiaqi Huang, Yuhan Zhang, Xiaosong Sun, Zhinan Zhang, Hong Zhu, Yongsheng Zhang, Tiantian Dong, Zhong Xiao, Deliang Liu, Chengzhou Lu, Yuan Sun, Zhiyuan Chen, Xinming Han, Zaizhu Liu, Yaoyuan Wang, Ziyang Zhang, Yong Liu, Jinxin Xu, Yajing Sun, Zhoujun Yu, Wenting Zhou, Qidong Zhang, Zhengyong Zhang, Zhonghai Gu, Yibo Jin, Yongxiang Feng, Pengfei Zuo	Link	Not Available
2026-01-04	Adaptive Diffusion-based Augmentation for Recommendation	Na Li, Fanghui Sun, Yan Zou, Yangfu Zhu, Xiatian Zhu, Ying Ma	Link	Not Available
2025-12-25	A Knowledge Graph and Deep Learning-Based Semantic Recommendation Database System for Advertisement Retrieval and Personalization	Tangtang Wang, Kaijie Zhang, Kuangcong Liu	Link	Not Available
2026-01-01	Context-Aware Pesticide Recommendation via Few-Shot Pest Recognition for Precision Agriculture	Anirudha Ghosh, Ritam Sarkar, Debaditya Barman	Link	Not Available
2025-12-31	HiGR: Efficient Generative Slate Recommendation via Hierarchical Planning and Multi-Objective Preference Alignment	Yunsheng Pang, Zijian Liu, Yudong Li, Shaojie Zhu, Zijian Luo, Chenyun Yu, Sikai Wu, Shichen Shen, Cong Xu, Bin Wang, Kai Jiang, Hongyong Yu, Chengxiang Zhuo, Zang Li	Link	Not Available
2025-12-31	MDiffFR: Modality-Guided Diffusion Generation for Cold-start Items in Federated Recommendation	Kang Fu, Honglei Zhang, Xuechao Zou, Yidong Li	Link	Not Available
2025-12-30	On the Factual Consistency of Text-based Explainable Recommendation Models	Ben Kabongo, Vincent Guigue	Link	Not Available
2025-12-30	Time-Aware Adaptive Side Information Fusion for Sequential Recommendation	Jie Luo, Wenyu Zhang, Xinming Zhang, Yuan Fang	Link	Not Available
2025-12-30	CogRec: A Cognitive Recommender Agent Fusing Large Language Models and Soar for Explainable Recommendation	Jiaxin Hu, Tao Wang, Bingsan Yang, Hongrun Wang	Link	Not Available
2025-12-30	An Comparative Analysis about KYC on a Recommendation System Toward Agentic Recommendation System	Junjie H. Xu	Link	Not Available
2025-12-27	Learning Multi-Modal Mobility Dynamics for Generalized Next Location Recommendation	Junshu Dai, Yu Wang, Tongya Zheng, Wei Ji, Qinghong Guo, Ji Cao, Jie Song, Canghong Jin, Mingli Song	Link	Not Available
2025-12-26	OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation	Xuegang Hao, Ming Zhang, Alex Li, Xiangyu Qian, Zhi Ma, Yanlong Zang, Shijie Yang, Zhongxuan Han, Xiaolong Ma, Jinguang Liu, Zhen Li, Zhida Jiang, Shusheng Wang, Ning Tang, Yanchen Qiao, Chenxiang Yang, Chen Sun, Jincheng Yuan, Chunhua Peng, Heng Hu, Peijun Yang, Baopeng Yuan, Caiyun Qiu, Zhaolong Xing, Haofei Yuan, Haipeng Zhang, Yuzhang Guo, Weijie Ding, Jiahua Gao, Hao Huang, Zhen Chen, Tongxuan Liu, Pinghua Gong	Link	Not Available
2025-12-26	Frozen LVLMs for Micro-Video Recommendation: A Systematic Study of Feature Extraction and Fusion	Huatuan Sun, Yunshan Ma, Changguang Wu, Yanxin Zhang, Pengfei Wang, Xiaoyu Du	Link	Not Available
2025-12-25	Embedding Samples Dispatching for Recommendation Model Training in Edge Environments	Guopeng Li, Haisheng Tan, Chi Zhang, Hongqiu Ni, Zilong Wang, Xinyue Zhang, Yang Xu, Han Tian	Link	Not Available
2025-12-25	LLM-I2I: Boost Your Small Item2Item Recommendation Model with Large Language Model	Yinfu Feng, Yanjing Wu, Rong Xiao, Xiaoyi Zen	Link	Not Available
2025-12-25	CEMG: Collaborative-Enhanced Multimodal Generative Recommendation	Yuzhen Lin, Hongyi Chen, Xuanjing Chen, Shaowen Wang, Ivonne Xu, Dongming Jiang	Link	Not Available
2025-12-25	Selective LLM-Guided Regularization for Enhancing Recommendation Models	Shanglin Yang, Zhan Shi	Link	Not Available
2025-12-24	MMSRARec: Summarization and Retrieval Augumented Sequential Recommendation Based on Multimodal Large Language Model	Haoyu Wang, Yitong Wang, Jining Wang	Link	Not Available
2025-12-24	Accurate and Diverse Recommendations via Propensity-Weighted Linear Autoencoders	Kazuma Onishi, Katsuhiko Hayashi, Hidetaka Kamigaito	Link	Not Available
2025-12-23	How to Do STEM Outreach Evaluation -- Recommendations Based on a Review of Self Evaluation Tools in Canadian STEM Outreach Programs	Garrett Richards, Svetlana Barkanova	Link	Not Available
2025-12-23	IGDMRec: Behavior Conditioned Item Graph Diffusion for Multimodal Recommendation	Ziyuan Guo, Jie Guo, Zhenghao Chen, Bin Song, Fei Richard Yu	Link	Not Available
2025-12-22	FC-MIR: A Mobile Screen Awareness Framework for Intent-Aware Recommendation based on Frame-Compressed Multimodal Trajectory Reasoning	Zhe Yang, Xiaoshuang Sheng, Zhengnan Zhang, Jidong Wu, Zexing Wang, Xin He, Shenghua Xu, Guanjing Xiong	Link	Not Available
2025-12-21	CIRR: Causal-Invariant Retrieval-Augmented Recommendation with Faithful Explanations under Distribution Shift	Sebastian Sun	Link	Not Available
2025-12-20	Efficient Optimization of Hierarchical Identifiers for Generative Recommendation	Federica Valeau, Odysseas Boufalis, Polytimi Gkotsi, Joshua Rosenthal, David Vos	Link	Not Available
2025-12-19	Exploiting ID-Text Complementarity via Ensembling for Sequential Recommendation	Liam Collins, Bhuvesh Kumar, Clark Mingxuan Ju, Tong Zhao, Donald Loveland, Leonardo Neves, Neil Shah	Link	Not Available
2025-12-19	Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure	Jingmao Zhang, Zhiting Zhao, Yunqi Lin, Jianghong Ma, Tianjun Wei, Haijun Zhang, Xiaofeng Zhang	Link	Not Available
2025-12-19	A Systematic Reproducibility Study of BSARec for Sequential Recommendation	Jan Hutter, Hua Chang Bakker, Stan Fris, Madelon Bernardy, Yuanna Liu	Link	Not Available
2025-12-19	The Mental World of Large Language Models in Recommendation: A Benchmark on Association, Personalization, and Knowledgeability	Guangneng Hu	Link	Not Available
2025-12-19	Warmer for Less: A Cost-Efficient Strategy for Cold-Start Recommendations at Pinterest	Saeed Ebrahimi, Weijie Jiang, Jaewon Yang, Olafur Gudmundsson, Yucheng Tu, Huizhong Duan	Link	Not Available
2025-12-18	Unexpected Knowledge: Auditing Wikipedia and Grokipedia Search Recommendations	Erica Coppolillo, Simone Mungari	Link	Not Available
2025-12-18	LinkedOut: Linking World Knowledge Representation Out of Video LLM for Next-Generation Video Recommendation	Haichao Zhang, Yao Lu, Lichen Wang, Yunzhe Li, Daiwei Chen, Yunpeng Xu, Yun Fu	Link	Not Available
2025-12-18	Microsoft Academic Graph Information Retrieval for Research Recommendation and Assistance	Shikshya Shiwakoti, Samuel Goldsmith, Ujjwal Pandit	Link	Not Available
2025-12-18	WeMusic-Agent: Efficient Conversational Music Recommendation via Knowledge Internalization and Agentic Boundary Learning	Wendong Bi, Yirong Mao, Xianglong Liu, Kai Tian, Jian Zhang, Hanjie Wang, Wenhui Que	Link	Not Available
2025-12-10	How Do Graph Signals Affect Recommendation: Unveiling the Mystery of Low and High-Frequency Graph Signals	Feng Liu, Hao Cang, Huanhuan Yuan, Jiaqing Fan, Yongjing Hao, Fuzhen Zhuang, Guanfeng Liu, Pengpeng Zhao	Link	Not Available
2025-12-17	Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary	Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang	Link	Not Available
2025-12-11	Inference Time Feature Injection: A Lightweight Approach for Real-Time Recommendation Freshness	Qiang Chen, Venkatesh Ganapati Hegde, Hongfei Li	Link	Not Available
2025-12-16	AsarRec: Adaptive Sequential Augmentation for Robust Self-supervised Sequential Recommendation	Kaike Zhang, Qi Cao, Fei Sun, Xinran Liu	Link	Not Available
2025-12-16	DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation	Yifan Shao, Peilin Zhou, Shoujin Wang, Weizhi Zhang, Xu Cai, Sunghun Kim	Link	Not Available
2025-12-16	Intent-Guided Reasoning for Sequential Recommendation	Yifan Shao, Peilin Zhou	Link	Not Available
2025-12-15	BiCoRec: Bias-Mitigated Context-Aware Sequential Recommendation Model	Mufhumudzi Muthivhi, Terence L van Zyl, Hairong Wang	Link	Not Available
2025-12-14	Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation	Haochen Yuan, Yang Zhang, Xiang He, Quan Z. Sheng, Zhongjie Wang	Link	Not Available
2025-12-13	Time-Constrained Recommendations: Reinforcement Learning Strategies for E-Commerce	Sayak Chakrabarty, Souradip Pal	Link	Not Available
2025-12-15	Automated Information Flow Selection for Multi-scenario Multi-task Recommendation	Chaohua Yang, Dugang Liu, Shiwei Li, Yuwen Fu, Xing Tang, Weihong Luo, Xiangyu Zhao, Xiuqiang He, Zhong Ming	Link	Not Available
2025-12-15	BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations	Mengyang Ma, Xiaopeng Li, Wanyu Wang, Zhaocheng Du, Jingtong Gao, Pengyue Jia, Yuyang Ye, Yiqi Wang, Yunpeng Weng, Weihong Luo, Xiao Han, Xiangyu Zhao	Link	Not Available
2025-12-15	Towards Practical Large-scale Dynamical Heterogeneous Graph Embedding: Cold-start Resilient Recommendation	Mabiao Long, Jiaxi Liu, Yufeng Li, Hao Xiong, Junchi Yan, Kefan Wang, Yi Cao, Jiandong Ding	Link	Not Available
2025-12-15	Are Large Language Models Really Effective for Training-Free Cold-Start Recommendation?	Genki Kusano, Kenya Abe, Kunihiro Takeoka	Link	Not Available
2025-12-15	Do Reviews Matter for Recommendations in the Era of Large Language Models?	Chee Heng Tan, Huiying Zheng, Jing Wang, Zhuoyi Lin, Shaodi Feng, Huijing Zhan, Xiaoli Li, J. Senthilnath	Link	Not Available
2025-12-15	BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation	Yupeng Li, Mingyue Cheng, Yucong Luo, Yitong Zhou, Qingyang Mao, Shijin Wang	Link	Not Available
2025-12-14	Information-Consistent Language Model Recommendations through Group Relative Policy Optimization	Sonal Prabhune, Balaji Padmanabhan, Kaushik Dutta	Link	Not Available
2025-12-14	FuXi-$γ$: Efficient Sequential Recommendation with Exponential-Power Temporal Encoder and Diagonal-Sparse Positional Mechanism	Dezhi Yi, Wei Guo, Wenyang Cui, Wenxuan He, Huifeng Guo, Yong Liu, Zhenhua Dong, Ye Lu	Link	Not Available
2025-12-13	Near-Zero-Overhead Freshness for Recommendation Systems via Inference-Side Model Updates	Wenjun Yu, Sitian Chen, Cheng Chen, Amelie Chi Zhou	Link	Not Available
2025-12-12	xGR: Efficient Generative Recommendation Serving at Scale	Qingxiao Sun, Tongxuan Liu, Shen Zhang, Siyu Wu, Peijun Yang, Haotian Liang, Menxin Li, Xiaolong Ma, Zhiwei Liang, Ziyi Ren, Minchao Zhang, Xinyu Liu, Ke Zhang, Depei Qian, Hailong Yang	Link	Not Available
2025-12-12	Bridge2AI Recommendations for AI-Ready Genomic Data	Matthew Cannon, Wesley Goar, In-Hee Lee, James Stevenson, Amy Heiser, Nathan Sheffield, James Eddy, Monica Munoz-Torres, Sek Wong Kong, Alex H Wagner	Link	Not Available
2025-12-12	FAIR: Focused Attention Is All You Need for Generative Recommendation	Longtao Xiao, Haolin Zhang, Guohao Cai, Jieming Zhu, Yifan Wang, Heng Chang, Zhenhua Dong, Xiu Li, Ruixuan Li	Link	Not Available
2025-11-25	Emotion-Driven Personalized Recommendation for AI-Generated Content Using Multi-Modal Sentiment and Intent Analysis	Zheqi Hu, Xuanjing Chen, Jinlin Hu	Link	Not Available
2025-12-11	The Best of the Two Worlds: Harmonizing Semantic and Hash IDs for Sequential Recommendation	Ziwei Liu, Yejing Wang, Qidong Liu, Zijian Zhang, Chong Chen, Wei Huang, Xiangyu Zhao	Link	Not Available
2025-12-11	LLM-Empowered Representation Learning for Emerging Item Recommendation	Ziying Zhang, Quanming Yao, Yaqing Wang	Link	Not Available
2025-12-10	STARS: Semantic Tokens with Augmented Representations for Recommendation at Scale	Han Chen, Steven Zhu, Yingrui Li	Link	Not Available
2025-12-10	A Simulation Framework for Studying Recommendation-Network Co-evolution in Social Platforms	Gaurav Koley, Sanika Digrajkar	Link	Not Available
2025-12-10	Reference Recommendation based Membership Inference Attack against Hybrid-based Recommender Systems	Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Hongsheng Hu, Wanchun Dou	Link	Not Available
2025-12-09	Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations	Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Chengze Fan, Dong Liang, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Sihan Zeng, Siyang Yuan, Tongyi Tang, Weilin Zhang, Wenjun Wang, Xi Liu, Xiaohan Wei, Xiaozhen Xia, Yuchen Hao, Yunlong He, Yasmine Badr, Zeliang Chen, Maxim Naumov, Yantao Yao, Wenlin Chen, Santanu Kolay, GP Musumeci, Ellie Dingqiao Wen	Link	Not Available
2025-12-09	Knowledge-Guided Large Language Model for Automatic Pediatric Dental Record Understanding and Safe Antibiotic Recommendation	Zihan Han, Junyan Ge, Caifeng Li	Link	Not Available
2025-12-09	VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation	Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Zitong Wan, Hewei Wang, Weijie Liu, Yijie Li, Edith C. H. Ngai	Link	Not Available
2025-12-08	Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation	Fuyuan Lyu, Zhentai Chen, Jingyan Jiang, Lingjie Li, Xing Tang, Xiuqiang He, Xue Liu	Link	Not Available
2025-12-08	Meta-analyses of dietary exposures must consider energy adjustment: recommendations from a meta-scientific review	Natalia Ortega, Peter WG Tennant, Darren C Greenwood, Octavio Pano, Christina C Dahm, Russell J de Souza, Daniel B Ibsen, Conor J MacDonald, Deirdre K Tobias, Georgia D Tomova	Link	Not Available
2025-12-08	OnePiece: The Great Route to Generative Recommendation -- A Case Study from Tencent Algorithm Competition	Jiangxia Cao, Shuo Yang, Zijun Wang, Qinghai Tan	Link	Not Available
2025-12-07	Benchmarking Deep Neural Networks for Modern Recommendation Systems	Abderaouf Bahi, Inoussa Mouiche, Ibtissem Gasmi	Link	Not Available
2025-12-07	Structural and Disentangled Adaptation of Large Vision Language Models for Multimodal Recommendation	Zhongtao Rao, Peilin Zhou, Dading Chong, Zhiwei Chen, Shoujin Wang, Nan Tang	Link	Not Available
2025-12-07	Foresight Prediction Enhanced Live-Streaming Recommendation	Jiangxia Cao, Ruochen Yang, Xiang Chen, Changxin Lao, Yueyang Liu, Yusheng Huang, Yuanhao Tian, Xiangyu Wu, Shuang Yang, Zhaojie Liu, Guorui Zhou	Link	Not Available
2025-12-04	Multi-LLM Collaboration for Medication Recommendation	Huascar Sanchez, Briland Hitaj, Jules Bergmann, Linda Briesemeister	Link	Not Available
2025-12-04	Dataset creation for supervised deep learning-based analysis of microscopic images -- review of important considerations and recommendations	Christof A. Bertram, Viktoria Weiss, Jonas Ammeling, F. Maria Schabel, Taryn A. Donovan, Frauke Wilm, Christian Marzahl, Katharina Breininger, Marc Aubreville	Link	Not Available
2025-12-03	LLM as Explainable Re-Ranker for Recommendation System	Yaqi Wang, Haojia Sun, Shuting Zhang	Link	Not Available
2025-12-02	AskNearby: An LLM-Based Application for Neighborhood Information Retrieval and Personalized Cognitive-Map Recommendations	Luyao Niu, Zhicheng Deng, Boyang Li, Nuoxian Huang, Ruiqi Liu, Wenjia Zhang	Link	Not Available
2025-12-02	Q-BERT4Rec: Quantized Semantic-ID Representation Learning for Multimodal Recommendation	Haofeng Huang, Ling Gai	Link	Not Available
2025-12-01	Structured Spectral Reasoning for Frequency-Adaptive Multimodal Recommendation	Wei Yang, Rui Zhong, Yiqun Chen, Chi Lu, Peng Jiang	Link	Not Available
2025-11-30	ProEx: A Unified Framework Leveraging Large Language Model with Profile Extrapolation for Recommendation	Yi Zhang, Yiwen Zhang, Yu Wang, Tong Chen, Hongzhi Yin	Link	Not Available
2025-11-28	Masked Diffusion for Generative Recommendation	Kulin Shah, Bhuvesh Kumar, Neil Shah, Liam Collins	Link	Not Available
2025-11-27	CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation	Tianxin Wei, Xuying Ning, Xuxing Chen, Ruizhong Qiu, Yupeng Hou, Yan Xie, Shuang Yang, Zhigang Hua, Jingrui He	Link	Not Available
2025-11-27	Benchmarking In-context Experiential Learning Through Repeated Product Recommendations	Gilbert Yang, Yaqin Chen, Thomson Yen, Hongseok Namkoong	Link	Not Available
2025-11-27	Selecting User Histories to Generate LLM Users for Cold-Start Item Recommendation	Nachiket Subbaraman, Jaskinder Sarai, Aniruddh Nath, Lichan Hong, Lukasz Heldt, Li Wei, Zhe Zhao	Link	Not Available
2025-11-26	Generative AI Compensates for Age-Related Cognitive Decline in Decision Making: Preference-Aligned Recommendations Reduce Choice Difficulty	Sayaka Ishibashi, Kou Tamura, Ayana Goma, Kenta Yamamoto, Kouhei Masumoto	Link	Not Available
2025-11-26	Lightweight Model Editing for LLMs to Correct Deprecated API Recommendations	Guancheng Lin, Xiao Yu, Jacky Keung, Xing Hu, Xin Xia, Alex X. Liu	Link	Not Available
2025-11-15	Semantics Meet Signals: Dual Codebook Representationl Learning for Generative Recommendation	Zheng Hui, Xiaokai Wei, Reza Shirkavand, Chen Wang, Weizhi Zhang, Alejandro Peláez, Michelle Gong	Link	Not Available
2025-11-25	Lower Bias, Higher Welfare: How Creator Competition Reshapes Bias-Variance Tradeoff in Recommendation Platforms?	Kang Wang, Renzhe Xu, Bo Li	Link	Not Available
2025-11-25	HHFT: Hierarchical Heterogeneous Feature Transformer for Recommendation Systems	Liren Yu, Wenming Zhang, Silu Zhou, Tao Zhang, Zhixuan Zhang, Dan Ou	Link	Not Available
2025-11-25	Enhancing Sequential Recommendation with World Knowledge from Large Language Models	Tianjie Dai, Xu Chen, Yunmeng Shu, Jinsong Lan, Xiaoyong Zhu, Jiangchao Yao, Bo Zheng	Link	Not Available
2025-11-25	Towards A Tri-View Diffusion Framework for Recommendation	Ximing Chen, Pui Ieng Lei, Yijun Sheng, Yanyan Liu, Zhiguo Gong	Link	Not Available
2025-11-25	LLM-EDT: Large Language Model Enhanced Cross-domain Sequential Recommendation with Dual-phase Training	Ziwei Liu, Qidong Liu, Wanyu Wang, Yejing Wang, Tong Xu, Wei Huang, Chong Chen, Peng Chuan, Xiangyu Zhao	Link	Not Available
2025-11-24	SCoTER: Structured Chain-of-Thought Transfer for Enhanced Recommendation	Yang Wu, Qian Li, Yuling Xiong, Hongbo Tang, Xun Liu, Jun Zhang, Huan Yu, Jie Jiang, Hailong Shi	Link	Not Available
2025-11-24	From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe Recommendation	Jeeho Shin, Kyungho Kim, Kijung Shin	Link	Not Available
2025-11-24	Impact Analysis of COVID-19 in Bangladesh Power Sector and Recommendations based on Practical Data and Machine Learning Approach	Anis Ahmed, Arefin Ahamed Shuvo, Naruttam Kumar Roy, Neloy Prosad Bishnu, Ali Nasir	Link	Not Available
2025-11-24	Heterogeneous Multi-treatment Uplift Modeling for Trade-off Optimization in Short-Video Recommendation	Chenhao Zhai, Chang Meng, Xueliang Wang, Shuchang Liu, Xiaolong Hu, Shisong Tang, Xiaoqiang Feng, Xiu Li	Link	Not Available
2025-11-24	NEZHA: A Zero-sacrifice and Hyperspeed Decoding Architecture for Generative Recommendations	Yejing Wang, Shengyu Zhou, Jinyu Lu, Ziwei Liu, Langming Liu, Maolin Wang, Wenlin Zhang, Feng Li, Wenbo Su, Pengjie Wang, Jian Xu, Xiangyu Zhao	Link	Not Available
2025-11-24	Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation	Yu Wang, Yonghui Yang, Le Wu, Yi Zhang, Richang Hong	Link	Not Available
2025-11-24	When and What to Recommend: Joint Modeling of Timing and Content for Active Sequential Recommendation	Jin Chai, Xiaoxiao Ma, Jian Yang, Jia Wu	Link	Not Available
2025-11-24	When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation	Siran Chen, Boyu Chen, Chenyun Yu, Yi Ouyang, Cheng Lei, Chengxiang Zhuo, Zang Li, Yali Wang	Link	Not Available
2025-11-23	Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations	Yu Xia, Sungchul Kim, Tong Yu, Ryan A. Rossi, Julian McAuley	Link	Not Available
2025-11-23	UnWEIRDing LLM Entity Recommendations	Aayush Kumar, Sanket Mhatre	Link	Not Available
2025-11-23	Time Matters: Enhancing Sequential Recommendations with Time-Guided Graph Neural ODEs	Haoyan Fu, Zhida Qin, Shixiao Yang, Haoyao Zhang, Bin Lu, Shuang Li, Tianyu Huang, John C. S. Lui	Link	Not Available
2025-11-23	A Needle in a Haystack: Intent-driven Reusable Artifacts Recommendation with LLMs	Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, Linyu Li, Yuanpeng He, Jia Li, Yirang Zhang, Yingtao Fang	Link	Not Available
2025-11-23	DynamiX: Dynamic Resource eXploration for Personalized Ad-Recommendations	Sohini Roychowdhury, Adam Holeman, Mohammad Amin, Feng Wei, Bhaskar Mehta, Srihari Reddy	Link	Not Available
2025-11-23	Large Language Model Enhanced Graph Invariant Contrastive Learning for Out-of-Distribution Recommendation	Jiahao Liang, Haoran Yang, Xiangyu Zhao, Zhiwen Yu, Mianjie Li, Chuan Shi, Kaixiang Yang	Link	Not Available
2025-11-23	Democratic Recommendation with User and Item Representatives Produced by Graph Condensation	Jiahao Liang, Haoran Yang, Xiangyu Zhao, Zhiwen Yu, Guandong Xu, Wanyu Wang, Kaixiang Yang	Link	Not Available
2025-11-23	LLM Reasoning for Cold-Start Item Recommendation	Shijun Li, Yu Wang, Jin Wang, Ying Li, Joydeep Ghosh, Anne Cocos	Link	Not Available
2025-11-22	Fidelity-Aware Recommendation Explanations via Stochastic Path Integration	Oren Barkan, Yahlly Schein, Yehonatan Elisha, Veronika Bogina, Mikhail Baklanov, Noam Koenigstein	Link	Not Available
2025-11-22	Token-Controlled Re-ranking for Sequential Recommendation via LLMs	Wenxi Dai, Wujiang Xu, Pinhuan Wang, Dimitris N. Metaxas	Link	Not Available
2025-11-14	Constructing Political Coordinates: Aggregating Over the Opposition for Diverse News Recommendation	Eamon Earl, Chen Ding, Richard Valenzano, Drai Paulen-Patterson	Link	Not Available
2025-11-21	CLLMRec: LLM-powered Cognitive-Aware Concept Recommendation via Semantic Alignment and Prerequisite Knowledge Distillation	Xiangrui Xiong, Yichuan Lu, Zifei Pan, Chang Sun	Link	Not Available
2025-11-21	RASTP: Representation-Aware Semantic Token Pruning for Generative Recommendation with Semantic Identifiers	Tianyu Zhan, Kairui Fu, Zheqi Lv, Shengyu Zhang	Link	Not Available
2025-11-20	The Oracle and The Prism: A Decoupled and Efficient Framework for Generative Recommendation Explanation	Jiaheng Zhang, Daqiang Zhang	Link	Not Available
2025-11-20	Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation	Elena V. Epure, Yashar Deldjoo, Bruno Sguerra, Markus Schedl, Manuel Moussallam	Link	Not Available
2025-11-20	An Efficient LLM-based Evolutional Recommendation with Locate-Forget-Update Paradigm	Hao Liu, Le Wu, Min Hou, Han Wu, Kun Zhang, Xin Li, Si Wei	Link	Not Available
2025-11-20	Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob	Yun Lu, Xiaoyu Shi, Hong Xie, Chongjun Xia, Zhenhui Gong, Mingsheng Shang	Link	Not Available
2025-11-19	ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation	Sunwoo Kim, Geon Lee, Kyungho Kim, Jaemin Yoo, Kijung Shin	Link	Not Available
2025-11-19	Multi-Aspect Cross-modal Quantization for Generative Recommendation	Fuwei Zhang, Xiaoyu Liu, Dongbo Xi, Jishen Yin, Huan Chen, Peng Yan, Fuzhen Zhuang, Zhao Zhang	Link	Not Available
2025-11-18	SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs	Bi Xue, Hong Wu, Lei Chen, Chao Yang, Yiming Ma, Fei Ding, Zhen Wang, Liang Wang, Xiaoheng Mao, Ke Huang, Xialu Li, Peng Xia, Rui Jian, Yanli Zhao, Yanzun Huang, Yijie Deng, Harry Tran, Ryan Chang, Min Yu, Eric Dong, Jiazhou Wang, Qianqian Zhang, Keke Zhai, Hongzhang Yin, Pawel Garbacki, Zheng Fang, Yiyi Pan, Min Ni, Yang Liu	Link	Not Available
2025-11-18	LLM-Assisted Thematic Analysis: Opportunities, Limitations, and Recommendations	Tatiane Ornelas, Allysson Allex Araújo, Júlia Araújo, Marina Araújo, Bianca Trinkenreich, Marcos Kalinowski	Link	Not Available
2025-11-18	Effective Diversification of Multi-Carousel Book Recommendation	Daniël Wilten, Gideon Maillette de Buy Wenniger, Arjen Hommersom, Paul Lucassen, Emiel Poortman	Link	Not Available
2025-11-18	DevPiolt: Operation Recommendation for IoT Devices at Xiaomi Home	Yuxiang Wang, Siwen Wang, Haowei Han, Ao Wang, Boya Liu, Yong Zhao, Chengbo Wu, Bin Zhu, Bin Qin, Xiaokai Zhou, Xiao Yan, Jiawei Jiang, Bo Du	Link	Not Available
2025-11-18	LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation	Hao Jiang, Guoquan Wang, Donglin Zhou, Sheng Yu, Yang Zeng, Wencong Zeng, Kun Gai, Guorui Zhou	Link	Not Available
2025-11-18	WebRec: Enhancing LLM-based Recommendations with Attention-guided RAG from Web	Zihuai Zhao, Yujuan Ding, Wenqi Fan, Qing Li	Link	Not Available
2025-11-18	CafeMed: Causal Attention Fusion Enhanced Medication Recommendation	Kelin Ren, Chan-Yang Ju, Dong-Ho Lee	Link	Not Available
2025-11-17	Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning	Miaomiao Cai, Min Hou, Lei Chen, Le Wu, Haoyue Bai, Yong Li, Meng Wang	Link	Not Available
2025-11-17	Personalized Federated Recommendation With Knowledge Guidance	Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Dongha Kim, Hwanjo Yu	Link	Not Available
2025-11-17	A Plug-and-Play Spatially-Constrained Representation Enhancement Framework for Local-Life Recommendation	Hao Jiang, Guoquan Wang, Sheng Yu, Yang Zeng, Wencong Zeng, Guorui Zhou	Link	Not Available
2025-11-17	Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation	Yu Hou, Won-Yong Shin	Link	Not Available
2025-11-16	LLM4SCREENLIT: Recommendations on Assessing the Performance of Large Language Models for Screening Literature in Systematic Reviews	Lech Madeyski, Barbara Kitchenham, Martin Shepperd	Link	Not Available
2025-11-16	MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation	Mengyao Gao, Chongming Gao, Haoyan Liu, Qingpeng Cai, Peng Jiang, Jiajia Chen, Shuai Yuan, Xiangnan He	Link	Not Available
2025-11-16	Task-Aware Retrieval Augmentation for Dynamic Recommendation	Zhen Tao, Xinke Jiang, Qingshuai Feng, Haoyu Zhang, Lun Du, Yuchen Fang, Hao Miao, Bangquan Xie, Qingqiang Sun	Link	Not Available
2025-11-15	A Practical Machine Learning Approach for Dynamic Stock Recommendation	Hongyang Yang, Xiao-Yang Liu, Qingwei Wu	Link	Not Available
2025-11-15	Continuous-time Discrete-space Diffusion Model for Recommendation	Chengyi Liu, Xiao Chen, Shijie Wang, Wenqi Fan, Qing Li	Link	Not Available
2025-11-15	Dynamic Graph Recommendation via Sparse Augmentation and Singular Adaptation	Zhen Tao, Yuehang Cao, Yang Fang, Yunhui Liu, Xiang Zhao, Tieke He	Link	Not Available
2025-11-14	SRLF: An Agent-Driven Set-Wise Reflective Learning Framework for Sequential Recommendation	Jiahao Wang, Bokang Fu, Yu Zhu, Yuli Liu	Link	Not Available
2025-11-14	Align$^3$GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation	Wencai Ye, Mingjie Sun, Shuhang Chen, Wenjin Wu, Peng Jiang	Link	Not Available
2025-11-14	Enhancing Group Recommendation using Soft Impute Singular Value Decomposition	Mubaraka Sani Ibrahim, Isah Charles Saidu, Lehel Csato	Link	Not Available
2025-11-14	LEMUR: Large scale End-to-end MUltimodal Recommendation	Xintian Han, Honggang Chen, Quan Lin, Jingyue Gao, Xiangyuan Ren, Lifei Zhu, Zhisheng Ye, Shikang Wu, XiongHang Xie, Xiaochu Gan, Bingzheng Wei, Peng Xu, Zhe Wang, Yuchao Zheng, Jingjian Lin, Di Wu, Junfeng Ge	Link	Not Available
2025-11-14	Multimodal Peer Review Simulation with Actionable To-Do Recommendations for Community-Aware Manuscript Revisions	Mengze Hong, Di Jiang, Weiwei Zhao, Yawen Li, Yihang Wang, Xinyuan Luo, Yanjie Sun, Chen Jason Zhang	Link	Not Available
2025-11-13	GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recommendation	Jun Zhang, Yi Li, Yue Liu, Changping Wang, Yuan Wang, Yuling Xiong, Xun Liu, Haiyang Wu, Qian Li, Enming Zhang, Jiawei Sun, Xin Xu, Zishuai Zhang, Ruoran Liu, Suyuan Huang, Zhaoxin Zhang, Zhengkai Guo, Shuojin Yang, Meng-Hao Guo, Huan Yu, Jie Jiang, Shi-Min Hu	Link	Not Available
2025-11-12	Potent but Stealthy: Rethink Profile Pollution against Sequential Recommendation via Bi-level Constrained Reinforcement Paradigm	Jiajie Su, Zihan Nan, Yunshan Ma, Xiaobo Xia, Xiaohua Feng, Weiming Liu, Xiang Chen, Xiaolin Zheng, Chaochao Chen	Link	Not Available
2025-11-12	Efficient Model-Agnostic Continual Learning for Next POI Recommendation	Chenhao Wang, Shanshan Feng, Lisi Chen, Fan Li, Shuo Shang	Link	Not Available
2025-11-11	Bid Farewell to Seesaw: Towards Accurate Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intents	Xiao Wang, Ke Qin, Dongyang Zhang, Xiurui Xie, Shuang Liang	Link	Not Available
2025-11-11	From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization	Peiyu Hu, Wayne Lu, Jia Wang	Link	Not Available
2025-11-10	A Hybrid Multimodal Deep Learning Framework for Intelligent Fashion Recommendation	Kamand Kalashi, Babak Teimourpour	Link	Not Available
2025-11-10	The Value of Personalized Recommendations: Evidence from Netflix	Kevin Zielnicki, Guy Aridor, Aurélien Bibaut, Allen Tran, Winston Chou, Nathan Kallus	Link	Not Available
2025-11-10	AdaRec: Adaptive Recommendation with LLMs via Narrative Profiling and Dual-Channel Reasoning	Meiyun Wang, Charin Polpanumas	Link	Not Available
2025-11-10	Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation	Huayang Xu, Huanhuan Yuan, Guanfeng Liu, Junhua Fang, Lei Zhao, Pengpeng Zhao	Link	Not Available
2025-11-10	Learning to Fast Unrank in Collaborative Filtering Recommendation	Junpeng Zhao, Lin Li, Ming Li, Amran Bhuiyan, Jimmy Huang	Link	Not Available
2025-11-09	TOOL4POI: A Tool-Augmented LLM Framework for Next POI Recommendation	Dongsheng Wang, Shen Gao, Chengrui Huang, Yuxi Huang, Ruixiang Feng, Shuo Shang	Link	Not Available
2025-11-09	HyMoERec: Hybrid Mixture-of-Experts for Sequential Recommendation	Kunrong Li, Zhu Sun, Kwan Hui Lim	Link	Not Available
2025-11-09	Exploiting Inter-Session Information with Frequency-enhanced Dual-Path Networks for Sequential Recommendation	Peng He, Yao Liu, Yanglei Gan, Run Lin, Tingting Dai, Qiao Liu, Xuexin Li	Link	Not Available
2025-11-09	LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation	Teng Shi, Chenglei Shen, Weijie Yu, Shen Nie, Chongxuan Li, Xiao Zhang, Ming He, Yan Han, Jun Xu	Link	Not Available
2025-11-09	Overview of CHIP 2025 Shared Task 2: Discharge Medication Recommendation for Metabolic Diseases Based on Chinese Electronic Health Records	Juntao Li, Haobin Yuan, Ling Luo, Tengxiao Lv, Yan Jiang, Fan Wang, Ping Zhang, Huiyi Lv, Jian Wang, Yuanyuan Sun, Hongfei Lin	Link	Not Available
2025-11-09	Scene-Aware Urban Design: A Human-AI Recommendation Framework Using Co-Occurrence Embeddings and Vision-Language Models	Rodrigo Gallardo, Oz Fishman, Alexander Htet Kyaw	Link	Not Available
2025-11-08	A Remarkably Efficient Paradigm to Multimodal Large Language Models for Sequential Recommendation	Qiyong Zhong, Jiajie Su, Ming Yang, Yunshan Ma, Xiaolin Zheng, Chaochao Chen	Link	Not Available
2025-11-08	WAR-Re: Web API Recommendation with Semantic Reasoning	Zishuo Xu, Dezhong Yao, Yao Wan	Link	Not Available
2025-11-08	User Hesitation and Negative Transfer in Multi-Behavior Recommendation	Cheng Li, Yong Xu, Suhua Tang, Wenqiang Lin, Xin He, Jinde Cao	Link	Not Available
2025-11-05	Beyond Resolution: Multi-Scale Weather and Climate Data for Alpine Renewable Energy in the Digital Twin Era -- First Evaluations and Recommendations	Irene Schicker, Marianne Bügelmayer-Blaschek, Annemarie Lexer, Katharina Baier, Kristofer Hasel, Paolo Gazzaneo	Link	Not Available
2025-11-06	LLM-as-a-Judge: Toward World Models for Slate Recommendation Systems	Baptiste Bonin, Maxime Heuillet, Audrey Durand	Link	Not Available
2025-11-06	Denoised Recommendation Model with Collaborative Signal Decoupling	Zefeng Li, Ning Yang	Link	Not Available
2025-11-05	Discourse-Aware Scientific Paper Recommendation via QA-Style Summarization and Multi-Level Contrastive Learning	Shenghua Wang, Zhen Yin	Link	Not Available
2025-11-05	Generative Sequential Recommendation via Hierarchical Behavior Modeling	Zhefan Wang, Guokai Yan, Jinbei Yu, Siyu Gu, Jingyan Chen, Peng Jiang, Zhiqiang Guo, Min Zhang	Link	Not Available
2025-11-04	No-Human in the Loop: Agentic Evaluation at Scale for Recommendation	Tao Zhang, Kehui Yao, Luyi Ma, Jiao Chen, Reza Yousefi Maragheh, Kai Zhao, Jianpeng Xu, Evren Korpeoglu, Sushant Kumar, Kannan Achan	Link	Not Available
2025-11-04	KGBridge: Knowledge-Guided Prompt Learning for Non-overlapping Cross-Domain Recommendation	Yuhan Wang, Qing Xie, Zhifeng Bao, Mengzi Tang, Lin Li, Yongjian Liu	Link	Not Available
2025-11-03	Enhancing Multimodal Recommendations with Vision-Language Models and Information-Aware Fusion	Hai-Dang Kieu, Min Xu, Thanh Trung Huynh, Dung D. Le	Link	Not Available
2025-11-03	Solving cold start in news recommendations: a RippleNet-based system for large scale media outlet	Karol Radziszewski, Michał Szpunar, Piotr Ociepka, Mateusz Buczyński	Link	Not Available
2025-11-03	An Explanation-oriented Inquiry Dialogue Game for Expert Collaborative Recommendations	Qurat-ul-ain Shaheen, Katarzyna Budzynska, Carles Sierra	Link	Not Available
2025-11-03	A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation	Xiaoyu Liu, Yiqing Wu, Ruidong Han, Fuzhen Zhuang, Xiang Li, Wei Lin	Link	Not Available
2025-11-01	Structurally Refined Graph Transformer for Multimodal Recommendation	Ke Shi, Yan Zhang, Miao Zhang, Lifan Chen, Jiali Yi, Kui Xiao, Xiaoju Hou, Zhifei Li	Link	Not Available
2025-11-01	Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative Signals	Doyun Choi, Cheonwoo Lee, Jaemin Yoo	Link	Not Available
2025-11-01	PolyRecommender: A Multimodal Recommendation System for Polymer Discovery	Xin Wang, Yunhao Xiao, Rui Qiao	Link	Not Available
2025-10-31	Effectiveness of LLMs in Temporal User Profiling for Recommendation	Milad Sabouri, Masoud Mansoury, Kun Lin, Bamshad Mobasher	Link	Not Available
2025-10-31	Pairwise and Attribute-Aware Decision Tree-Based Preference Elicitation for Cold-Start Recommendation	Alireza Gharahighehi, Felipe Kenji Nakano, Xuehua Yang, Wenhan Cu, Celine Vens	Link	Not Available
2025-10-31	Traceable Drug Recommendation over Medical Knowledge Graphs	Yu Lin, Zhen Jia, Philipp Christmann, Xu Zhang, Shengdong Du, Tianrui Li	Link	Not Available
2025-10-31	Inferring trust in recommendation systems from brain, behavioural, and physiological data	Vincent K. M. Cheung, Pei-Cheng Shih, Masato Hirano, Masataka Goto, Shinichi Furuya	Link	Not Available
2025-10-31	A Survey on Generative Recommendation: Data, Model, and Tasks	Min Hou, Le Wu, Yuxin Liao, Yonghui Yang, Zhen Zhang, Changlong Zheng, Han Wu, Richang Hong	Link	Not Available
2025-10-30	HADSF: Aspect Aware Semantic Control for Explainable Recommendation	Zheng Nie, Peijie Sun	Link	Not Available
2025-10-30	WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model Merging	Min Hou, Xin Liu, Le Wu, Chenyi He, Hao Liu, Zhi Li, Xin Li, Si Wei	Link	Not Available
2025-10-30	Barlow Twins for Sequential Recommendation	Ivan Razvorotnev, Marina Munkhoeva, Evgeny Frolov	Link	Not Available
2025-10-30	ORBIT -- Open Recommendation Benchmark for Reproducible Research with Hidden Tests	Jingyuan He, Jiongnan Liu, Vishan Vishesh Oberoi, Bolin Wu, Mahima Jagadeesh Patel, Kangrui Mao, Chuning Shi, I-Ta Lee, Arnold Overwijk, Chenyan Xiong	Link	Not Available
2025-10-29	MMQ-v2: Align, Denoise, and Amplify: Adaptive Behavior Mining for Semantic IDs Learning in Recommendation	Yi Xu, Moyu Zhang, Chaofan Fan, Jinxin Hu, Xiaochen Li, Yu Zhang, Xiaoyi Zeng, Jing Zhang	Link	Not Available
2025-10-29	Hallucinations in Bibliographic Recommendation: Citation Frequency as a Proxy for Training Data Redundancy	Junichiro Niimi	Link	Not Available
2025-10-29	Revisiting scalable sequential recommendation with Multi-Embedding Approach and Mixture-of-Experts	Qiushi Pan, Hao Wang, Guoyuan An, Luankang Zhang, Wei Guo, Yong Liu	Link	Not Available
2025-10-29	TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation	Yehjin Shin, Jeongwhan Choi, Seojin Kim, Noseong Park	Link	Not Available
2025-10-28	MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation	Xiaoyu Kong, Leheng Sheng, Junfei Tan, Yuxin Chen, Jiancan Wu, An Zhang, Xiang Wang, Xiangnan He	Link	Not Available
2025-10-28	From Time and Place to Preference: LLM-Driven Geo-Temporal Context in Recommendations	Yejin Kim, Shaghayegh Agah, Mayur Nankani, Neeraj Sharma, Feifei Peng, Maria Peifer, Sardar Hamidian, H Howie Huang	Link	Not Available
2025-10-27	Think before Recommendation: Autonomous Reasoning-enhanced Recommender	Xiaoyu Kong, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Jiancan Wu, Xiang Wang	Link	Not Available
2025-10-27	GTR-Mamba: Geometry-to-Tangent Routing for Hyperbolic POI Recommendation	Zhuoxuan Li, Jieyuan Pei, Tangwei Ye, Zhongyuan Lai, Zihan Liu, Fengyuan Xu, Qi Zhang, Liang Hu	Link	Not Available
2025-10-27	MGFRec: Towards Reinforced Reasoning Recommendation with Multiple Groundings and Feedback	Shihao Cai, Chongming Gao, Haoyan Liu, Wentao Shi, Jianshan Sun, Ruiming Tang, Fuli Feng	Link	Not Available
2025-10-24	Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments	Yifan Liu, Qianfeng Wen, Jiazhou Liang, Mark Zhao, Justin Cui, Anton Korikov, Armin Toroghi, Junyoung Kim, Scott Sanner	Link	Not Available
2025-10-21	Unifying Inductive, Cross-Domain, and Multimodal Learning for Robust and Generalizable Recommendation	Chanyoung Chung, Kyeongryul Lee, Sunbin Park, Joyce Jiyoung Whang	Link	Not Available
2025-10-21	DiffGRM: Diffusion-based Generative Recommendation Model	Zhao Liu, Yichen Zhu, Yiqing Yang, Guoping Tang, Rui Huang, Qiang Luo, Xiao Lv, Ruiming Tang, Kun Gai, Guorui Zhou	Link	Not Available
2025-09-30	TriMat: Context-aware Recommendation by Tri-Matrix Factorization	Hao Wang	Link	Not Available
2025-10-24	Towards Explainable Personalized Recommendations by Learning from Users' Photos	Jorge Díez, Pablo Pérez-Núñez, Oscar Luaces, Beatriz Remeseiro, Antonio Bahamonde	Link	Not Available
2025-10-24	SciNUP: Natural Language User Interest Profiles for Scientific Literature Recommendation	Mariam Arustashvili, Krisztian Balog	Link	Not Available
2025-10-24	CausalRec: A CausalBoost Attention Model for Sequential Recommendation	Yunbo Hou, Tianle Yang, Ruijie Li, Li He, Liang Wang, Weiping Li, Bo Zheng, Guojie Song	Link	Not Available
2025-10-24	Pctx: Tokenizing Personalized Context for Generative Recommendation	Qiyong Zhong, Jiajie Su, Yunshan Ma, Julian McAuley, Yupeng Hou	Link	Not Available
2025-10-24	Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation	Yimeng Bai, Chang Liu, Yang Zhang, Dingxian Wang, Frank Yang, Andrew Rabinovich, Wenge Rong, Fuli Feng	Link	Not Available
2025-10-24	Generative Federated Learning for Smart Prediction and Recommendation Applications	Anwesha Mukherjee, Rajkumar Buyya	Link	Not Available
2025-10-24	VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion	David Guo, Minqi Sun, Yilun Jiang, Jiazhou Liang, Scott Sanner	Link	Not Available
2025-10-24	Chinese Discharge Drug Recommendation in Metabolic Diseases with Large Language Models	Juntao Li, Haobin Yuan, Ling Luo, Yan Jiang, Fan Wang, Ping Zhang, Huiyi Lv, Jian Wang, Yuanyuan Sun, Hongfei Lin	Link	Not Available
2025-10-23	Gaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential Recommendation	Xiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao	Link	Not Available
2025-10-23	Generative Reasoning Recommendation via LLMs	Minjie Hong, Zetong Zhou, Zirun Guo, Ziang Zhang, Ruofan Hu, Weinan Gan, Jieming Zhu, Zhou Zhao	Link	Not Available
2025-10-23	The Order of Recommendation Matters: Structured Exploration for Improving the Fairness of Content Creators	Salima Jaoua, Nicolò Pagan, Anikó Hannák, Stefania Ionescu	Link	Not Available
2025-10-23	Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems	Fiza Hussain, Anson Bastos, Anjaly Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan	Link	Not Available
2025-10-23	Rotate Both Ways: Time-and-Order RoPE for Generative Recommendation	Xiaokai Wei, Jiajun Wu, Daiyao Yi, Reza Shirkavand, Michelle Gong	Link	Not Available
2025-10-23	Balancing Fine-tuning and RAG: A Hybrid Strategy for Dynamic LLM Recommendation Updates	Changping Meng, Hongyi Ling, Jianling Wang, Yifan Liu, Shuzhou Zhang, Dapeng Hong, Mingyan Gao, Onkar Dalal, Ed Chi, Lichan Hong, Haokai Lu, Ningren Han	Link	Not Available
2025-10-22	Challenges and Recommendations in Establishing National Human Diversity Genomic Projects	Taras K. Oleksyk, Walter W. Wolfsberger, Karishma Chhugani, Yu-Ning Huang, Valerii Pokrytiuk, Khrystyna Shchubelka, Alex Zelikovsky, Bogdan Pasaniuc, Viorel Jinga, Octavian Bucur, Scott C. Edmunds, Heinner Guio, Zane Lombard, Brenna M. Henn, Andrei Lobiuc, Alexei Levitchi, Dumitru Ciorba, Viorel Bostan, Viorel Munteanu, Victor Gordeev, Christian P. Schaaf, Hoh Boon-Peng, Andrés Moreno Estrada, Mihai Covasa, Mihai Dimian, Ulykbek Kairov, Victoria M. Pak, Seow Shih Wee, Charleston W. K. Chiang, Emmanuel Nepolo, Matteo Pellegrini, Yosr Hamdi, Malak S. Abedalthagafi, Nicola Jane Mulder, Jazlyn Mooney, Javier E. Sanchez-Galan, Sandro José de Souza, Henriette Raventós, Marina Muzzio, Gabriela Chavarria-Soley, Serghei Mangul	Link	Not Available
2025-10-22	Code Sharing in Healthcare Research: A Practical Guide and Recommendations for Good Practice	Lukas Hughes-Noehrer, Matthew J Parkes, Andrew Stewart, Anthony J Wilson, Gary S Collins, Richard D Riley, Maya Mathur, Matthew P Fox, Nazrul Islam, Paul N Zivich, Timothy J Feeney	Link	Not Available
2025-10-21	Prior-informed optimization of treatment recommendation via bandit algorithms trained on large language model-processed historical records	Saman Nessari, Ali Bozorgi-Amiri	Link	Not Available
2025-10-20	Evaluating LLMs for Career Guidance: Comparative Analysis of Computing Competency Recommendations Across Ten African Countries	Precious Eze, Stephanie Lunn, Bruk Berhane	Link	Not Available
2025-10-21	Evaluating LLM-Based Mobile App Recommendations: An Empirical Study	Quim Motger, Xavier Franch, Vincenzo Gervasi, Jordi Marco	Link	Not Available
2025-10-21	Enhancing Hotel Recommendations with AI: LLM-Based Review Summarization and Query-Driven Insights	Nikolaos Belibasakis, Anastasios Giannaros, Ioanna Giannoukou, Spyros Sioutas	Link	Not Available
2025-10-19	Preference Measurement Error, Concentration in Recommendation Systems, and Persuasion	Andreas Haupt	Link	Not Available
2025-10-19	The Layout Is the Model: On Action-Item Coupling in Generative Recommendation	Xiaokai Wei, Jiajun Wu, Daiyao Yi, Reza Shirkavand, Michelle Gong	Link	Not Available
2025-10-18	FRONTIER-RevRec: A Large-scale Dataset for Reviewer Recommendation	Qiyao Peng, Chen Wang, Yinghui Wang, Hongtao Liu, Xuan Guo, Wenjun Wang	Link	Not Available
2025-10-14	Aligning Language Models with Investor and Market Behavior for Financial Recommendations	Fernando Spadea, Oshani Seneviratne	Link	Not Available
2025-10-17	Enhance Large Language Models as Recommendation Systems with Collaborative Filtering	Zhisheng Yang, Xiaofei Xu, Ke Deng, Li Li	Link	Not Available
2025-10-17	MTmixAtt: Integrating Mixture-of-Experts with Multi-Mix Attention for Large-Scale Recommendation	Xianyang Qi, Yuan Tian, Zhaoyu Hu, Zhirui Kuai, Chang Liu, Hongxiang Lin, Lei Wang	Link	Not Available
2025-10-16	Causality Enhancement for Cross-Domain Recommendation	Zhibo Wu, Yunfan Wu, Lin Jiang, Ping Yang, Yao Hu	Link	Not Available
2025-10-16	MR.Rec: Synergizing Memory and Reasoning for Personalized Recommendation Assistant with LLMs	Jiani Huang, Xingchen Zou, Lianghao Xia, Qing Li	Link	Not Available
2025-10-16	GemiRec: Interest Quantization and Generation for Multi-Interest Recommendation	Zhibo Wu, Yunfan Wu, Quan Liu, Lin Jiang, Ping Yang, Yao Hu	Link	Not Available
2025-10-16	Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation	Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu	Link	Not Available
2025-10-15	HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation	Jingyi Zhou, Cheng Chen, Kai Zuo, Manjie Xu, Zhendong Fu, Yibo Chen, Xu Tang, Yao Hu	Link	Not Available
2025-10-15	MADREC: A Multi-Aspect Driven LLM Agent for Explainable and Adaptive Recommendation	Jiin Park, Misuk Kim	Link	Not Available
2025-10-15	Improving Visual Recommendation on E-commerce Platforms Using Vision-Language Models	Yuki Yada, Sho Akiyama, Ryo Watanabe, Yuta Ueno, Yusuke Shido, Andre Rusli	Link	Not Available
2025-10-15	Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation	Yi Zhang, Lili Xie, Ruihong Qiu, Jiajun Liu, Sen Wang	Link	Not Available
2025-10-09	Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior	Xiaocong Chen, Siyu Wang, Lina Yao	Link	Not Available
2025-10-09	Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation	Xiaocong Chen, Siyu Wang, Lina Yao	Link	Not Available
2025-10-14	Causal Inspired Multi Modal Recommendation	Jie Yang, Chenyang Gu, Zixuan Liu	Link	Not Available
2025-10-14	Reinforced Preference Optimization for Recommendation	Junfei Tan, Yuxin Chen, An Zhang, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Xiang Wang	Link	Not Available
2025-10-14	MIARec: Mutual-influence-aware Heterogeneous Network Embedding for Scientific Paper Recommendation	Wenjin Xie, Tao Jia	Link	Not Available
2025-10-13	OneRec-Think: In-Text Reasoning for Generative Recommendation	Zhanyu Liu, Shiyao Wang, Xingmei Wang, Rongzhou Zhang, Jiaxin Deng, Honghui Bao, Jinghao Zhang, Wuchao Li, Pengfei Zheng, Xiangyu Wu, Yifei Hu, Qigen Hu, Xinchen Luo, Lejian Ren, Zixing Zhang, Qianqian Wang, Kuo Cai, Yunfan Wu, Hongtao Cheng, Zexuan Cheng, Lu Ren, Huanjie Wang, Yi Su, Ruiming Tang, Kun Gai, Guorui Zhou	Link	Not Available
2025-10-13	Differentiable Fast Top-K Selection for Large-Scale Recommendation	Yanjie Zhu, Zhen Zhang, Yunli Wang, Zhiqiang Wang, Yu Li, Rufan Zhou, Shiyang Wen, Peng Jiang, Chenhao Lin, Jian Yang	Link	Not Available
2025-10-13	On Inherited Popularity Bias in Cold-Start Item Recommendation	Gregor Meehan, Johan Pauwels	Link	Not Available
2025-10-13	HatLLM: Hierarchical Attention Masking for Enhanced Collaborative Modeling in LLM-based Recommendation	Yu Cui, Feng Liu, Jiawei Chen, Canghong Jin, Xingyu Lou, Changwang Zhang, Jun Wang, Yuegang Sun, Can Wang	Link	Not Available
2025-10-13	Comparative Explanations via Counterfactual Reasoning in Recommendations	Yi Yu, Zhenxing Hu	Link	Not Available
2025-10-12	Multi-Granularity Sequence Denoising with Weakly Supervised Signal for Sequential Recommendation	Liang Li, Zhou Yang, Xiaofei Zhu	Link	Not Available
2025-10-12	Self-Supervised Representation Learning with ID-Content Modality Alignment for Sequential Recommendation	Donglin Zhou, Weike Pan, Zhong Ming	Link	Not Available
2025-10-11	Breaking the Likelihood Trap: Consistent Generative Recommendation with Graph-structured Model	Qiya Yang, Xiaoxi Liang, Zeping Xiao, Yingjie Deng, Yalong Wang, Yongqi Liu, Han Li	Link	Not Available
2025-10-11	Integrating Structure-Aware Attention and Knowledge Graphs in Explainable Recommendation Systems	Shuangquan Lyu, Ming Wang, Huajun Zhang, Jiasen Zheng, Junjiang Lin, Xiaoxuan Sun	Link	Not Available
2025-10-11	Lighter-X: An Efficient and Plug-and-play Strategy for Graph-based Recommendation through Decoupled Propagation	Yanping Zheng, Zhewei Wei, Frank de Hoog, Xu Chen, Hongteng Xu, Yuhang Ye, Jiadeng Huang	Link	Not Available
2025-10-04	Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations	Yuguang Liu, Yiyun Miao, Luyao Xia	Link	Not Available
2025-10-10	Cross-attention Secretly Performs Orthogonal Alignment in Recommendation Models	Hyunin Lee, Yong Zhang, Hoang Vu Nguyen, Xiaoyi Liu, Namyong Park, Christopher Jung, Rong Jin, Yang Wang, Zhigang Wang, Somayeh Sojoudi, Xue Feng	Link	Not Available
2025-10-10	Tag-Enriched Multi-Attention with Large Language Models for Cross-Domain Sequential Recommendation	Wangyu Wu, Xuhang Chen, Zhenhong Chen, Jing-En Jiang, Kim-Fung Tsang, Xiaowei Huang, Fei Ma, Jimin Xiao	Link	Not Available
2025-10-10	Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations	Minmao Wang, Xingchen Liu, Shijie Yi, Likang Wu, Hongke Zhao, Fei Pan, Qingpeng Cai, Peng Jiang	Link	Not Available
2025-10-10	Controlled Personalization in Legacy Media Online Services: A Case Study in News Recommendation	Marlene Holzleitner, Stephan Leitner, Hanna Lind Jorgensen, Christoph Schmitz, Jacob Welander, Dietmar Jannach	Link	Not Available
2025-10-10	Generative Data Augmentation in Graph Contrastive Learning for Recommendation	Yansong Wang, Qihui Lin, Junjie Huang, Tao Jia	Link	Not Available
2025-10-08	From What to Why: Thought-Space Recommendation with Small Language Models	Prosenjit Biswas, Pervez Shaik, Abhinav Thorat, Ravi Kolla, Niranjan Pedanekar	Link	Not Available
2025-10-09	Do We Really Need SFT? Prompt-as-Policy over Knowledge Graphs for Cold-start Next POI Recommendation	Jinze Wang, Lu Zhang, Yiyang Cui, Zhishu Shen, Xingjun Ma, Jiong Jin, Tiehua Zhang	Link	Not Available
2025-10-09	MMM: Quantum-Chemical Molecular Representation Learning for Combinatorial Drug Recommendation	Chongmyung Kwon, Yujin Kim, Seoeun Park, Yunji Lee, Charmgil Hong	Link	Not Available
2025-10-09	PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations	Ruining He, Lukasz Heldt, Lichan Hong, Raghunandan Keshavan, Shifan Mao, Nikhil Mehta, Zhengyang Su, Alicia Tsai, Yueqi Wang, Shao-Chuan Wang, Xinyang Yi, Lexi Baugher, Baykal Cakici, Ed Chi, Cristos Goodrow, Ningren Han, He Ma, Romer Rosales, Abby Van Soest, Devansh Tandon, Su-Lin Wu, Weilong Yang, Yilin Zheng	Link	Not Available
2025-10-08	Retentive Relevance: Capturing Long-Term User Value in Recommendation Systems	Saeideh Bakhshi, Phuong Mai Nguyen, Robert Schiller, Tiantian Xu, Pawan Kodandapani, Andrew Levine, Cayman Simpson, Qifan Wang	Link	Not Available
2025-10-08	Ethical AI prompt recommendations in large language models using collaborative filtering	Jordan Nelson, Almas Baimagambetov, Konstantinos Avgerinakis, Nikolaos Polatidis	Link	Not Available
2025-10-08	LLM-Powered Nuanced Video Attribute Annotation for Enhanced Recommendations	Boyuan Long, Yueqi Wang, Hiloni Mehta, Mick Zomnir, Omkar Pathak, Changping Meng, Ruolin Jia, Yajun Peng, Dapeng Hong, Xia Wu, Mingyan Gao, Onkar Dalal, Ningren Han	Link	Not Available
2025-10-06	Reproducibility Study of "XRec: Large Language Models for Explainable Recommendation"	Ranjan Mishra, Julian I. Bibo, Quinten van Engelen, Henk Schaapman	Link	Not Available
2025-10-07	Constraint-Aware Route Recommendation from Natural Language via Hierarchical LLM Agents	Tao Zhe, Rui Liu, Fateme Memar, Xiao Luo, Wei Fan, Xinyue Ye, Zhongren Peng, Dongjie Wang	Link	Not Available
2025-10-07	AgentDR Dynamic Recommendation with Implicit Item-Item Relations via LLM-based Agents	Mingdai Yang, Nurendra Choudhary, Jiangshu Du, Edward W. Huang, Philip S. Yu, Karthik Subbian, Danai Kourta	Link	Not Available
2025-10-07	Automated Research Article Classification and Recommendation Using NLP and ML	Shadikur Rahman, Hasibul Karim Shanto, Umme Ayman Koana, Syed Muhammad Danish	Link	Not Available
2025-09-30	Catalog-Native LLM: Speaking Item-ID Dialect with Less Entanglement for Recommendation	Reza Shirkavand, Xiaokai Wei, Chen Wang, Zheng Hui, Heng Huang, Michelle Gong	Link	Not Available
2025-10-06	Fine-grained auxiliary learning for real-world product recommendation	Mario Almagro, Diego Ortego, David Jimenez	Link	Not Available
2025-10-06	MARCO: A Cooperative Knowledge Transfer Framework for Personalized Cross-domain Recommendations	Lili Xie, Yi Zhang, Ruihong Qiu, Jiajun Liu, Sen Wang	Link	Not Available
2025-10-06	Causality-aware Graph Aggregation Weight Estimator for Popularity Debiasing in Top-K Recommendation	Yue Que, Yingyi Zhang, Xiangyu Zhao, Chen Ma	Link	Not Available
2025-10-05	Adaptive Weighted Loss for Sequential Recommendations on Sparse Domains	Akshay Mittal, Vinay Venkatesh, Krishna Kandi, Shalini Sudarshan	Link	Not Available
2025-10-05	Closing the Loop: Coordinating Inventory and Recommendation via Deep Reinforcement Learning on Multiple Timescales	Jinyang Jiang, Jinhui Han, Yijie Peng, Ying Zhang	Link	Not Available
2025-10-05	Empowering Denoising Sequential Recommendation with Large Language Model Embeddings	Tongzhou Wu, Yuhao Wang, Maolin Wang, Chi Zhang, Xiangyu Zhao	Link	Not Available
2025-10-04	LLM Chemistry Estimation for Multi-LLM Recommendation	Huascar Sanchez, Briland Hitaj	Link	Not Available
2025-10-02	How does course recommendation impact student outcomes? Examining directed self-placement with regression discontinuity analysis	Jason Godfrey	Link	Not Available
2025-10-03	CHORD: Customizing Hybrid-precision On-device Model for Sequential Recommendation with Device-cloud Collaboration	Tianqi Liu, Kairui Fu, Shengyu Zhang, Wenyan Fan, Zhaocheng Du, Jieming Zhu, Fan Wu, Fei Wu	Link	Not Available
2025-10-03	A Simple but Effective Elaborative Query Reformulation Approach for Natural Language Recommendation	Qianfeng Wen, Yifan Liu, Justin Cui, Joshua Zhang, Anton Korikov, George-Kirollos Saad, Scott Sanner	Link	Not Available
2025-09-27	Evaluating Bias in Spoken Dialogue LLMs for Real-World Decisions and Recommendations	Yihao Wu, Tianrui Wang, Yizhou Peng, Yi-Wen Chao, Xuyi Zhuang, Xinsheng Wang, Shunshun Yin, Ziyang Ma	Link	Not Available
2025-09-26	Synthetic Dialogue Generation for Interactive Conversational Elicitation & Recommendation (ICER)	Moonkyung Ryu, Chih-Wei Hsu, Yinlam Chow, Mohammad Ghavamzadeh, Craig Boutilier	Link	Not Available
2025-10-02	C2AL: Cohort-Contrastive Auxiliary Learning for Large-scale Recommendation Systems	Mertcan Cokbas, Ziteng Liu, Zeyi Tao, Elder Veliz, Qin Huang, Ellie Wen, Huayu Li, Qiang Jin, Murat Duman, Benjamin Au, Guy Lebanon, Sagar Chordia, Chengkai Zhang	Link	Not Available
2025-10-02	TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling	Seungheon Doh, Keunwoo Choi, Juhan Nam	Link	Not Available
2025-10-02	LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing	Bo Ma, Hang Li, ZeHua Hu, XiaoFan Gui, LuYao Liu, Simon Lau	Link	Not Available
2025-10-02	AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence	Bo Ma, Hang Li, ZeHua Hu, XiaoFan Gui, LuYao Liu, Simon Lau	Link	Not Available
2025-09-30	SoREX: Towards Self-Explainable Social Recommendation with Relevant Ego-Path Extraction	Hanze Guo, Yijun Ma, Xiao Zhou	Link	Not Available
2025-09-30	Items Proxy Bridging: Enabling Frictionless Critiquing in Knowledge Graph Recommendations	Huanyu Zhang, Xiaoxuan Shen, Yu Lei, Baolin Yi, Jianfang Liu, Yinao xie	Link	Not Available
2025-09-30	Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation	Guoqing Hu, An Zhang. Shuchang Liu, Wenyu Mao, Jiancan Wu, Xun Yang, Xiang Li, Lantao Hu, Han Li, Kun Gai, Xiang Wang	Link	Not Available
2025-09-30	MHINDR -- a DSM5 based mental health diagnosis and recommendation framework using LLM	Vaishali Agarwal, Sachin Thukral, Arnab Chatterjee	Link	Not Available
2025-09-30	HiFIRec: Towards High-Frequency yet Low-Intention Behaviors for Multi-Behavior Recommendation	Ruiqi Luo, Ran Jin, Zhenglong Li, Kaixi Hu, Xiaohui Tao, Lin Li	Link	Not Available
2025-09-29	Understanding Generative Recommendation with Semantic IDs from a Model-scaling View	Jingzhe Liu, Liam Collins, Jiliang Tang, Tong Zhao, Neil Shah, Clark Mingxuan Ju	Link	Not Available
2025-09-29	ClustRecNet: A Novel End-to-End Deep Learning Framework for Clustering Algorithm Recommendation	Mohammadreza Bakhtyari, Bogdan Mazoure, Renato Cordeiro de Amorim, Guillaume Rabusseau, Vladimir Makarenkov	Link	Not Available
2025-09-29	Multi-Item-Query Attention for Stable Sequential Recommendation	Mingshi Xu, Haoren Zhu, Wilfred Siu Hung Ng	Link	Not Available
2025-09-28	From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation	KaiWen Wei, Kejun He, Xiaomian Kang, Jie Zhang, Yuming Yang, Jiang Zhong, He Bai, Junnan Zhu	Link	Not Available
2025-09-28	A Hierarchical Structure-Enhanced Personalized Recommendation Model for Traditional Chinese Medicine Formulas Based on KG Diffusion Guidance	ChaoBo Zhang, Long Tan	Link	Not Available
2025-09-27	TATTOO: Training-free AesTheTic-aware Outfit recOmmendation	Yuntian Wu, Xiaonan Hu, Ziqi Zhou, Hao Lu	Link	Not Available
2025-09-27	WARBERT: A Hierarchical BERT-based Model for Web API Recommendation	Zishuo Xu, Yuhong Gu, Dezhong Yao	Link	Not Available
2025-09-17	FLAME: A Serving System Optimized for Large-Scale Generative Recommendation with Efficiency	Xianwen Guo, Bin Huang, Xiaomeng Wu, Guanlin Wu, Fangjian Li, Shijia Wang, Qiang Xiao, Chuanjiang Luo, Yong Li	Link	Not Available
2025-08-29	Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding	Lingyu Zhang, Guobin Wu, Yan Wang, Pengfei Xu, Jian Liang, Xuan Song, Yunhai Wang	Link	Not Available
2025-08-27	Federated Consistency- and Complementarity-aware Consensus-enhanced Recommendation	Yunqi Mi, Boyang Yan, Guoshuai Zhao, Jialie Shen, Xueming Qian	Link	Not Available
2025-09-26	SynerGen: Contextualized Generative Recommender for Unified Search and Recommendation	Vianne R. Gao, Chen Xue, Marc Versage, Xie Zhou, Zhongruo Wang, Chao Li, Yeon Seonwoo, Nan Chen, Zhen Ge, Gourab Kundu, Weiqi Zhang, Tian Wang, Qingjun Cui, Trishul Chilimbi	Link	Not Available
2025-09-25	Interactive Recommendation Agent with Active User Commands	Jiakai Tang, Yujie Luo, Xunke Xi, Fei Sun, Xueyang Feng, Sunhao Dai, Chao Yi, Dian Chen, Zhujin Gao, Yang Li, Xu Chen, Wen Chen, Jian Wu, Yuning Jiang, Bo Zheng	Link	Not Available
2025-09-25	IntSR: An Integrated Generative Framework for Search and Recommendation	Huimin Yan, Longfei Xu, Junjie Sun, Ni Ou, Wei Luo, Xing Tan, Ran Cheng, Kaikui Liu, Xiangxiang Chu	Link	Not Available
2025-09-25	RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models	Hua Zong, Qingtao Zeng, Zhengxiong Zhou, Zhihua Han, Zhensong Yan, Mingjie Liu, Hechen Sun, Jiawei Liu, Yiwen Hu, Qi Wang, YiHan Xian, Wenjie Guo, Houyuan Xiang, Zhiyuan Zeng, Xiangrong Sheng, Bencheng Yan, Nan Hu, Yuheng Huang, Jinqing Lian, Ziru Xu, Yan Zhang, Ju Huang, Siran Yang, Huimin Yi, Jiamang Wang, Pengjie Wang, Han Zhu, Jian Wu, Dan Ou, Jian Xu, Haihong Tang, Yuning Jiang, Bo Zheng, Lin Qu	Link	Not Available
2025-09-20	USB-Rec: An Effective Framework for Improving Conversational Recommendation Capability of Large Language Model	Jianyu Wen, Jingyun Wang, Cilin Yan, Jiayin Cai, Xiaolong Jiang, Ying Zhang	Link	Not Available
2025-09-24	Multimodal Representation-disentangled Information Bottleneck for Multimodal Recommendation	Hui Wang, Jinghui Qin, Wushao Wen, Qingling Li, Shanshan Zhong, Zhongzhan Huang	Link	Not Available
2025-09-24	Multimodal-enhanced Federated Recommendation: A Group-wise Fusion Approach	Chunxu Zhang, Weipeng Zhang, Guodong Long, Zhiheng Xue, Riting Xia, Bo Yang	Link	Not Available
2025-09-23	MusiCRS: Benchmarking Audio-Centric Conversational Recommendation	Rohan Surana, Amit Namburi, Gagan Mundada, Abhay Lal, Zachary Novack, Julian McAuley, Junda Wu	Link	Not Available
2025-09-23	Single-Branch Network Architectures to Close the Modality Gap in Multimodal Recommendation	Christian Ganhör, Marta Moscati, Anna Hausberger, Shah Nawaz, Markus Schedl	Link	Not Available
2025-09-22	From "What to Eat?" to Perfect Recipe: ChefMind's Chain-of-Exploration for Ambiguous User Intent in Recipe Recommendation	Yu Fu, Linyue Cai, Ruoyu Wu, Yong Zhao	Link	Not Available
2025-09-22	Improving Neutrino-Nuclei Interaction Models: Recommendations and Case Studies on Peelle's Pertinent Puzzle	S. Abe, L. Aliaga-Soplin, J. Barrow, L. Bathe-Peters, B. Bogart, L. Cooper-Troendle, R. Diurba, S. Dytman, S. Gardiner, L. Hagaman, M. S. Ismail, J. Issacson, J. Kim, L. Liu, J. McKean, N. Nayak, A. Papadopoulou, L. Pickering, X. Qian, K. Skwarczynski, J. Tena Vidal, J. Wolfs	Link	Not Available
2025-09-22	SeqUDA-Rec: Sequential User Behavior Enhanced Recommendation via Global Unsupervised Data Augmentation for Personalized Content Marketing	Ruihan Luo, Xuanjing Chen, Ziyang Ding	Link	Not Available
2025-09-21	Identifying and Upweighting Power-Niche Users to Mitigate Popularity Bias in Recommendations	David Liu, Erik Weis, Moritz Laber, Tina Eliassi-Rad, Brennan Klein	Link	Not Available
2025-09-21	RALLM-POI: Retrieval-Augmented LLM for Zero-shot Next POI Recommendation with Geographical Reranking	Kunrong Li, Kwan Hui Lim	Link	Not Available
2025-09-19	Purely Semantic Indexing for LLM-based Generative Recommendation and Retrieval	Ruohan Zhang, Jiacheng Li, Julian McAuley, Yupeng Hou	Link	Not Available
2025-09-17	Enhancing Time Awareness in Generative Recommendation	Sunkyung Lee, Seongmin Park, Jonghyo Kim, Mincheol Yoon, Jongwuk Lee	Link	Not Available
2025-09-17	MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation	Zhipeng Bian, Jieming Zhu, Xuyang Xie, Quanyu Dai, Zhou Zhao, Zhenhua Dong	Link	Not Available
2025-09-17	Sequential Data Augmentation for Generative Recommendation	Geon Lee, Bhuvesh Kumar, Clark Mingxuan Ju, Tong Zhao, Kijung Shin, Neil Shah, Liam Collins	Link	Not Available
2025-09-16	Strategic Pricing and Ranking in Recommendation Systems with Seller Competition	Tushar Shankar Walunj, Veeraruna Kavitha, Jayakrishnan Nair, Priyank Agarwal	Link	Not Available
2025-09-16	Efficient Cold-Start Recommendation via BPE Token-Level Embedding Initialization with LLM	Yushang Zhao, Xinyue Han, Qian Leng, Qianyi Sun, Haotian Lyu, Chengrui Zhou	Link	Not Available
2025-09-15	LLM-as-a-Judge: Rapid Evaluation of Legal Document Recommendation for Retrieval-Augmented Generation	Anu Pradhan, Alexandra Ortan, Apurv Verma, Madhavan Seshadri	Link	Not Available
2025-09-15	What News Recommendation Research Did (But Mostly Didn't) Teach Us About Building A News Recommender	Karl Higley, Robin Burke, Michael D. Ekstrand, Bart P. Knijnenburg	Link	Not Available
2025-09-15	Knowledge Graph Tokenization for Behavior-Aware Generative Next POI Recommendation	Ke Sun, Mayi Xu	Link	Not Available
2025-09-15	Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation	Chengbing Wang, Yang Zhang, Zhicheng Wang, Tianhao Shi, Keqin Bao, Fuli Feng, Tat-Seng Chua	Link	Not Available
2025-09-14	Understanding the Information Cocoon: A Multidimensional Assessment and Analysis of News Recommendation Systems	Xin Wang, Xiaowen Huang, Jitao Sang	Link	Not Available
2025-09-14	SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation	Binhao Wang, Yutian Xiao, Maolin Wang, Zhiqi Li, Tianshuo Wei, Ruocheng Guo, Xiangyu Zhao	Link	Not Available
2025-08-22	Learning Decomposed Contextual Token Representations from Pretrained and Collaborative Signals for Generative Recommendation	Yifan Liu, Yaokun Liu, Zelin Li, Zhenrui Yue, Gyuseok Lee, Ruichen Yao, Yang Zhang, Dong Wang	Link	Not Available
2025-09-12	Diversified recommendations of cultural activities with personalized determinantal point processes	Carole Ibrahim, Hiba Bederina, Daniel Cuesta, Laurent Montier, Cyrille Delabre, Jill-Jênn Vie	Link	Not Available
2025-09-11	How to Fight Fraudulent Publishing in the Mathematical Sciences: Joint Recommendations of the IMU and the ICIAM	Ilka Agricola, Lynn Heller, Wil Schilders, Moritz Schubotz, Peter Taylor, Luis Vega	Link	Not Available
2025-09-11	Personality-Enhanced Social Recommendations in SAMI: Exploring the Role of Personality Detection in Matchmaking	Brittany Harbison, Samuel Taubman, Travis Taylor, Ashok. K. Goel	Link	Not Available
2025-09-11	CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback	Yifan Wang, Shen Gao, Jiabao Fang, Rui Yan, Billy Chiu, Shuo Shang	Link	Not Available
2025-09-11	Peering Partner Recommendation for ISPs using Machine Learning	Md Ibrahim Ibne Alam, Ankur Senapati, Anindo Mahmood, Murat Yuksel, Koushik Kar	Link	Not Available
2025-09-11	Modality Alignment with Multi-scale Bilateral Attention for Multimodal Recommendation	Kelin Ren, Chan-Yang Ju, Dong-Ho Lee	Link	Not Available
2025-09-11	Instructional Prompt Optimization for Few-Shot LLM-Based Recommendations on Cold-Start Users	Haowei Yang, Yushang Zhao, Sitao Min, Bo Su, Chao Yao, Wei Xu	Link	Not Available
2025-09-10	Envy-Free but Still Unfair: Envy-Freeness Up To One Item (EF-1) in Personalized Recommendation	Amanda Aird, Ben Armstrong, Nicholas Mattei, Robin Burke	Link	Not Available
2025-08-20	PerFairX: Is There a Balance Between Fairness and Personality in Large Language Model Recommendations?	Chandan Kumar Sah	Link	Not Available
2025-09-10	Deploying Robust Decision Support Systems for Transit Headway Control: Rider Impacts, Human Factors and Recommendations for Scalability	Joseph Rodriguez, Haris N. Koutsopoulos, Jinhua Zhao	Link	Not Available
2025-09-09	MEGG: Replay via Maximally Extreme GGscore in Incremental Learning for Neural Recommendation Models	Yunxiao Shi, Shuo Yang, Haimin Zhang, Li Wang, Yongze Wang, Qiang Wu, Min Xu	Link	Not Available
2025-09-08	Datasets for Navigating Sensitive Topics in Recommendation Systems	Amelia Kovacs, Jerry Chee, Kimia Kazemian, Sarah Dean	Link	Not Available
2025-09-08	Avoiding Over-Personalization with Rule-Guided Knowledge Graph Adaptation for LLM Recommendations	Fernando Spadea, Oshani Seneviratne	Link	Not Available
2025-09-08	RecMind: LLM-Enhanced Graph Neural Networks for Personalized Consumer Recommendations	Chang Xue, Youwei Lu, Chen Yang, Jinming Xing	Link	Not Available
2025-09-08	REMI: A Novel Causal Schema Memory Architecture for Personalized Lifestyle Recommendation Agents	Vishal Raman, Vijai Aravindh R, Abhijith Ragav	Link	Not Available
2025-09-07	ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting	Fei Wang, Yujie Li, Zezhi Shao, Chengqing Yu, Yisong Fu, Zhulin An, Yongjun Xu, Xueqi Cheng	Link	Not Available
2025-09-06	Knowledge-Augmented Relation Learning for Complementary Recommendation with Large Language Models	Chihiro Yamasaki, Kai Sugahara, Kazushi Okamoto	Link	Not Available
2025-09-05	Calibrated Recommendations with Contextual Bandits	Diego Feijer, Himan Abdollahpouri, Sanket Gupta, Alexander Clare, Yuxiao Wen, Todd Wasson, Maria Dimakopoulou, Zahra Nazari, Kyle Kretschman, Mounia Lalmas	Link	Not Available
2025-09-05	Hybrid Matrix Factorization Based Graph Contrastive Learning for Recommendation System	Hao Chen, Wenming Ma, Zihao Chu, Mingqi Li	Link	Not Available
2025-09-05	Code Review Without Borders: Evaluating Synthetic vs. Real Data for Review Recommendation	Yogev Cohen, Dudi Ohayon, Romy Somkin, Yehudit Aperstein, Alexander Apartsin	Link	Not Available
2025-09-04	Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation	Zaifu Zhan, Shuang Zhou, Min Zeng, Kai Yu, Meijia Song, Xiaoyi Chen, Jun Wang, Yu Hou, Rui Zhang	Link	Not Available
2025-09-01	Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations	Krithi Shailya, Akhilesh Kumar Mishra, Gokul S Krishnan, Balaraman Ravindran	Link	Not Available
2025-09-04	No Thoughts Just AI: Biased LLM Hiring Recommendations Alter Human Decision Making and Limit Human Autonomy	Kyra Wilson, Mattea Sim, Anna-Maria Gueorguieva, Aylin Caliskan	Link	Not Available
2025-09-03	Efficient Item ID Generation for Large-Scale LLM-based Recommendation	Anushya Subbiah, Vikram Aggarwal, James Pine, Steffen Rendle, Krishna Sayana, Kun Su	Link	Not Available
2025-09-03	Enhancing Interpretability and Effectiveness in Recommendation with Numerical Features via Learning to Contrast the Counterfactual samples	Xiaoxiao Xu, Hao Wu, Wenhui Yu, Lantao Hu, Peng Jiang, Kun Gai	Link	Not Available
2025-09-03	RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation	Sashuai Zhou, Weinan Gan, Qijiong Liu, Ke Lei, Jieming Zhu, Hai Huang, Yan Xia, Ruiming Tang, Zhenhua Dong, Zhou Zhao	Link	Not Available
2025-09-03	A Plug-and-play Model-agnostic Embedding Enhancement Approach for Explainable Recommendation	Yunqi Mi, Boyang Yan, Guoshuai Zhao, Jialie Shen, Xueming Qian	Link	Not Available
2025-09-03	Efficient Privacy-Preserving Recommendation on Sparse Data using Fully Homomorphic Encryption	Moontaha Nishat Chowdhury, André Bauer, Minxuan Zhou	Link	Not Available
2025-09-03	Knowledge graph-based personalized multimodal recommendation fusion framework	Yu Fang	Link	Not Available
2025-09-03	RankGraph: Unified Heterogeneous Graph Learning for Cross-Domain Recommendation	Renzhi Wu, Junjie Yang, Li Chen, Hong Li, Li Yu, Hong Yan	Link	Not Available
2025-09-02	A Keyframe-Based Approach for Auditing Bias in YouTube Shorts Recommendations	Mert Can Cakmak, Nitin Agarwal	Link	Not Available
2025-09-02	Leveraging Media Frames to Improve Normative Diversity in News Recommendations	Sourabh Dattawad, Agnese Daffara, Tanise Ceron	Link	Not Available
2025-09-02	Towards Multi-Aspect Diversification of News Recommendations Using Neuro-Symbolic AI for Individual and Societal Benefit	Markus Reiter-Haas, Elisabeth Lex	Link	Not Available
2025-09-02	Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs	Yuhao Wang, Junwei Pan, Xinhang Li, Maolin Wang, Yuan Wang, Yue Liu, Dapeng Liu, Jie Jiang, Xiangyu Zhao	Link	Not Available
2025-09-01	Cloud-Device Collaborative Agents for Sequential Recommendation	Jing Long, Sirui Huang, Huan Huo, Tong Chen, Hongzhi Yin, Guandong Xu	Link	Not Available
2025-09-01	Ultra Fast Warm Start Solution for Graph Recommendations	Viacheslav Yusupov, Maxim Rakhuba, Evgeny Frolov	Link	Not Available
2025-09-01	AgroSense: An Integrated Deep Learning System for Crop Recommendation via Soil Image Analysis and Nutrient Profiling	Vishal Pandey, Ranjita Das, Debasmita Biswas	Link	Not Available
2025-08-31	XAI-Driven Machine Learning System for Driving Style Recognition and Personalized Recommendations	Feriel Amel Sellal, Ahmed Ayoub Bellachia, Meryem Malak Dif, Enguerrand De Rautlin De La Roy, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane	Link	Not Available
2025-08-31	Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs	Kaiwen Wei, Jinpeng Gao, Jiang Zhong, Yuming Yang, Fengmao Lv, Zhenyang Li	Link	Not Available
2025-08-30	Game Theoretic Resilience Recommendation Framework for CyberPhysical Microgrids Using Hypergraph MetaLearning	S Krishna Niketh, Prasanta K Panigrahi, V Vignesh, Mayukha Pal	Link	Not Available
2025-08-30	Beyond Negative Transfer: Disentangled Preference-Guided Diffusion for Cross-Domain Sequential Recommendation	Xiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao	Link	Not Available
2025-08-29	Algorithm Adaptation Bias in Recommendation System Online Experiments	Chen Zheng, Zhenyu Zhao	Link	Not Available
2025-08-29	DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors	Zhuoxing Wei, Qingchen Xie, Qi Liu	Link	Not Available
2025-08-29	NewsReX: A More Efficient Approach to News Recommendation with Keras 3 and JAX	Igor L. R. Azevedo, Toyotaro Suzumura, Yuichiro Yasui	Link	Not Available
2025-08-28	Efficient Large-Scale Cross-Domain Sequential Recommendation with Dynamic State Representations	Manuel V. Loureiro, Steven Derby, Aleksei Medvedev, Alejandro Ariza-Casabona, Gonzalo Fiz Pontiveros, Tri Kurniawan Wijaya	Link	Not Available
2025-08-28	SemSR: Semantics aware robust Session-based Recommendations	Jyoti Narwariya, Priyanka Gupta, Muskan Gupta, Jyotsana Khatri, Lovekesh Vig	Link	Not Available
2025-08-28	Rethinking Purity and Diversity in Multi-Behavior Sequential Recommendation from the Frequency Perspective	Yongqiang Han, Kai Cheng, Kefan Wang, Enhong Chen	Link	Not Available
2025-08-28	A Case Study of Balanced Query Recommendation on Wikipedia	Harshit Mishra, Sucheta Soundarajan	Link	Not Available
2025-08-28	Progressive Semantic Residual Quantization for Multimodal-Joint Interest Modeling in Music Recommendation	Shijia Wang, Tianpei Ouyang, Qiang Xiao, Dongjing Wang, Yintao Ren, Songpei Xu, Da Guo, Chuanjiang Luo	Link	Not Available
2025-08-28	Multi-View Graph Convolution Network for Internal Talent Recommendation Based on Enterprise Emails	Soo Hyun Kim, Jang-Hyun Kim	Link	Not Available
2025-08-27	ELIXIR: Efficient and LIghtweight model for eXplaIning Recommendations	Ben Kabongo, Vincent Guigue, Pirmin Lemberger	Link	Not Available
2025-08-27	Using item recommendations and LLMs in marketing email titles	Deddy Jobson, Muktti Shukla, Phuong Dinh, Julio Christian Young, Nick Pittoni, Nina Chen, Ryan Ginstrom	Link	Not Available
2025-08-27	Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization	Manato Tajiri, Michimasa Inaba	Link	Not Available
2025-08-27	A Model-agnostic Strategy to Mitigate Embedding Degradation in Personalized Federated Recommendation	Jiakui Shen, Yunqi Mi, Guoshuai Zhao, Jialie Shen, Xueming Qian	Link	Not Available
2025-08-27	Skill-based Explanations for Serendipitous Course Recommendation	Hung Chau, Run Yu, Zachary Pardos, Peter Brusilovsky	Link	Not Available
2025-08-27	Improving Recommendation Fairness via Graph Structure and Representation Augmentation	Tongxin Xu, Wenqiang Liu, Chenzhong Bin, Cihan Xiao, Zhixin Zeng, Tianlong Gu	Link	Not Available
2025-08-27	A Hybrid Recommendation Framework for Enhancing User Engagement in Local News	Payam Pourashraf, Bamshad Mobasher	Link	Not Available
2025-08-27	A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation	Kyungho Kim, Sunwoo Kim, Geon Lee, Kijung Shin	Link	Not Available
2025-08-27	Interactive Graph Visualization and TeamingRecommendation in an Interdisciplinary Project'sTalent Knowledge Graph	Jiawei Xu, Juichien Chen, Yilin Ye, Zhandos Sembay, Swathi Thaker, Pamela Payne-Foster, Jake Chen, Ying Ding	Link	Not Available
2025-08-26	Recommendations for Best Practices for Data Preservation and Open Science in HEP	Simone Campana, Irakli Chakaberia, Gang Chen, Cristinel Diaconu, Caterina Doglioni, Dillon S. Fitzgerald, Vincent Garonne, Anne Gentil-Beccot, Fleur Heiniger, Michael D. Hildreth, Julie M. Hogan, Hao Hu, Eric Lancon, Clemens Lange, Kati Lassila-Perini, Olivia Mandica-Hart, Zach Marshall, Thomas McCauley, Harvey Newman, Mihoko Nojiri, Ianna Osborne, Fazhi Qi, Salomé Rohr, Stefan Roiser, Thomas Schörner, Ulrich Schwickerath, Elizabeth Sexton-Kennedy, Seema Sharma, Tibor Šimko, Michael Sparks, Graeme Andrew Stewart, Nicola Tarocco, Giacomo Tenaglia, Gustavo Valdiviesso, Antonia Winkler, Christoph Wissing	Link	Not Available
2025-08-26	Recycling History: Efficient Recommendations from Contextual Dueling Bandits	Suryanarayana Sankagiri, Jalal Etesami, Pouria Fatemi, Matthias Grossglauser	Link	Not Available
2025-08-26	Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training	Yi-Ping Hsu, Po-Wei Wang, Chantat Eksombatchai, Jiajing Xu	Link	Not Available
2025-08-25	DenseRec: Revisiting Dense Content Embeddings for Sequential Transformer-based Recommendation	Jan Malte Lichtenberg, Antonio De Candia, Matteo Ruffini	Link	Not Available
2025-08-25	PCR-CA: Parallel Codebook Representations with Contrastive Alignment for Multiple-Category App Recommendation	Bin Tan, Wangyao Ge, Yidi Wang, Xin Liu, Jeff Burtoft, Hao Fan, Hui Wang	Link	Not Available
2025-08-25	Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation	Tianjun Wei, Huizhong Guo, Yingpeng Du, Zhu Sun, Chen Huang, Dongxia Wang, Jie Zhang	Link	Not Available
2025-08-25	Test-Time Scaling Strategies for Generative Retrieval in Multimodal Conversational Recommendations	Hung-Chun Hsu, Yuan-Ching Kuo, Chao-Han Huck Yang, Szu-Wei Fu, Hanrong Ye, Hongxu Yin, Yu-Chiang Frank Wang, Ming-Feng Tsai, Chuan-Ju Wang	Link	Not Available
2025-08-25	Preference Trajectory Modeling via Flow Matching for Sequential Recommendation	Li Li, Mingyue Cheng, Yuyang Ye, Zhiding Liu, Enhong Chen	Link	Not Available
2025-08-24	An Efficient Recommendation Filtering-based Trust Model for Securing Internet of Things	Muhammad Ibn Ziauddin, Rownak Rahad Rabbi, SM Mehrab, Fardin Faiyaz, Mosarrat Jahan	Link	Not Available
2025-08-22	Bootstrapping Conditional Retrieval for User-to-Item Recommendations	Hongtao Lin, Haoyu Chen, Jaewon Jang, Jiajing Xu	Link	Not Available
2025-08-22	Representation Learning of Auxiliary Concepts for Improved Student Modeling and Exercise Recommendation	Yahya Badran, Christine Preisach	Link	Not Available
2025-08-22	Modeling User Preferences as Distributions for Optimal Transport-based Cross-domain Recommendation under Non-overlapping Settings	Ziyin Xiao, Toyotaro Suzumura	Link	Not Available
2025-08-22	EGRA:Toward Enhanced Behavior Graphs and Representation Alignment for Multimodal Recommendation	Xiaoxiong Zhang, Xin Zhou, Zhiwei Zeng, Yongjie Wang, Dusit Niyato, Zhiqi Shen	Link	Not Available
2025-08-22	Spacetime-GR: A Spacetime-Aware Generative Model for Large Scale Online POI Recommendation	Haitao Lin, Zhen Yang, Jiawei Xue, Ziji Zhang, Luzhu Wang, Yikun Gu, Yao Xu, Xin Li	Link	Not Available
2025-08-21	LongRetriever: Towards Ultra-Long Sequence based Candidate Retrieval for Recommendation	Qin Ren, Zheng Chai, Xijun Xiao, Yuchao Zheng, Di Wu	Link	Not Available
2025-08-21	TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation	Yu Xia, Rui Zhong, Zeyu Song, Wei Yang, Junchen Wan, Qingpeng Cai, Chi Lu, Peng Jiang	Link	Not Available
2025-08-21	REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation Systems	Haibo Xing, Hao Deng, Yucheng Mao, Jinxin Hu, Yi Xu, Hao Zhang, Jiahao Wang, Shizhun Wang, Yu Zhang, Xiaoyi Zeng, Jing Zhang	Link	Not Available
2025-08-21	Curriculum Approximate Unlearning for Session-based Recommendation	Liu Yang, Zhaochun Ren, Ziqi Zhao, Pengjie Ren, Zhumin Chen, Xinyi Li, Shuaiqiang Wang, Dawei Yin, Xin Xin	Link	Not Available
2025-08-21	M-$LLM^3$REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMs	Lining Chen, Qingwen Zeng, Huaming Chen	Link	Not Available
2025-08-20	Collab-REC: An LLM-based Agentic Framework for Balancing Recommendations in Tourism	Ashmi Banerjee, Fitri Nur Aisyah, Adithi Satish, Wolfgang Wörndl, Yashar Deldjoo	Link	Not Available
2025-08-20	Large Foundation Model for Ads Recommendation	Shangyu Zhang, Shijie Quan, Zhongren Wang, Junwei Pan, Tianqu Zhuang, Bo Fu, Yilong Sun, Jieying Lin, Jushuo Chen, Xiaotian Li, Zhixiang Feng, Xian Hu, Huiting Deng, Hua Lu, Jinpeng Wang, Boqi Dai, Xiaoyu Chen, Bin Hu, Lili Huang, Yanwen Wu, Yeshou Cai, Qi Zhou, Huang Tang, Chunfeng Yang, Chengguo Yin, Tingyu Jiang, Lifeng Wang, Shudong Huang, Dapeng Liu, Lei Xiao, Haijie Gu, Shu-Tao Xia, Jie Jiang	Link	Not Available
2025-08-20	MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation	Chengcheng Guo, Junda She, Kuo Cai, Shiyao Wang, Qigen Hu, Qiang Luo, Kun Gai, Guorui Zhou	Link	Not Available
2025-08-19	Multi-User Contextual Cascading Bandits for Personalized Recommendation	Jiho Park, Huiwen Jia	Link	Not Available
2025-08-19	CARE: Contextual Adaptation of Recommenders for LLM-based Conversational Recommendation	Chuang Li, Yang Deng, Hengchang Hu, See-Kiong Ng, Min-Yen Kan, Haizhou Li	Link	Not Available
2025-08-19	Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate	Jiazheng Jing, Yinan Zhang, Chunyan Miao	Link	Not Available
2025-08-19	Refining Contrastive Learning and Homography Relations for Multi-Modal Recommendation	Shouxing Ma, Yawen Zeng, Shiqing Wu, Guandong Xu	Link	Not Available
2025-08-19	MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation	Ilwoong Baek, Mincheol Yoon, Seongmin Park, Jongwuk Lee	Link	Not Available
2025-08-19	Understanding Distribution Structure on Calibrated Recommendation Systems	Diego Correa da Silva, Denis Robson Dantas Boaventura, Mayki dos Santos Oliveira, Eduardo Ferreira da Silva, Joel Machado Pires, Frederico Araújo Durão	Link	Not Available
2025-08-19	Heterogeneous Influence Maximization in User Recommendation	Hongru Hou, Jiachen Sun, Wenqing Lin, Wendong Bi, Xiangrong Wang, Deqing Yang	Link	Not Available
2025-08-19	LLM-Enhanced Linear Autoencoders for Recommendation	Jaewan Moon, Seongmin Park, Jongwuk Lee	Link	Not Available
2025-08-19	Reactive Users vs. Recommendation Systems: An Adaptive Policy to Manage Opinion Drifts	Atefeh Mollabagher, Parinaz Naghizadeh	Link	Not Available
2025-08-19	AdaptJobRec: Enhancing Conversational Career Recommendation through an LLM-Powered Agentic System	Qixin Wang, Dawei Wang, Kun Chen, Yaowei Hu, Puneet Girdhar, Ruoteng Wang, Aadesh Gupta, Chaitanya Devella, Wenlai Guo, Shangwen Huang, Bachir Aoun, Greg Hayworth, Han Li, Xintao Wu	Link	Not Available
2025-08-18	TASER: Table Agents for Schema-guided Extraction and Recommendation	Nicole Cho, Kirsty Fielding, William Watson, Sumitra Ganesh, Manuela Veloso	Link	Not Available
2025-08-18	Is This News Still Interesting to You?: Lifetime-aware Interest Matching for News Recommendation	Seongeun Ryu, Yunyong Ko, Sang-Wook Kim	Link	Not Available
2025-08-18	Informfully Recommenders -- Reproducibility Framework for Diversity-aware Intra-session Recommendations	Lucien Heitz, Runze Li, Oana Inel, Abraham Bernstein	Link	Not Available
2025-08-18	Asymmetric Diffusion Recommendation Model	Yongchun Zhu, Guanyu Jiang, Jingwu Chen, Feng Zhang, Xiao Yang, Zuotao Liu	Link	Not Available
2025-08-18	The Maximum Coverage Model and Recommendation System for UAV Vertiports Location Planning	Chunliang Hua, Xiao Hu, Jiayang Sun, Zeyuan Yang	Link	Not Available
2025-08-18	Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation	Hongyang Liu, Zhu Sun, Tianjun Wei, Yan Wang, Jiajie Zhu, Xinghua Qu	Link	Not Available
2025-08-08	Graph Federated Learning for Personalized Privacy Recommendation	Ce Na, Kai Yang, Dengzhao Fang, Yu Li, Jingtong Gao, Chengcheng Zhu, Jiale Zhang, Xiaobing Sun, Yi Chang	Link	Not Available
2025-08-08	Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-Experts	Yunke Qu, Liang Qu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin	Link	Not Available
2025-08-07	Community-Aware Social Community Recommendation	Runhao Jiang, Renchi Yang, Wenqing Lin	Link	Not Available
2025-08-06	Federated Continual Recommendation	Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu	Link	Not Available
2025-08-06	Bridging Search and Recommendation through Latent Cross Reasoning	Teng Shi, Weicong Qin, Weijie Yu, Xiao Zhang, Ming He, Jianping Fan, Jun Xu	Link	Not Available
2025-07-31	Personalized Education with Ranking Alignment Recommendation	Haipeng Liu, Yuxuan Liu, Ting Long	Link	Not Available
2025-07-31	Are Recommenders Self-Aware? Label-Free Recommendation Performance Estimation via Model Uncertainty	Jiayu Li, Ziyi Ye, Guohao Jian, Zhiqiang Guo, Weizhi Ma, Qingyao Ai, Min Zhang	Link	Not Available
2025-07-24	Semantic IDs for Music Recommendation	M. Jeffrey Mei, Florian Henkel, Samuel E. Sandberg, Oliver Bembom, Andreas F. Ehmann	Link	Not Available
2025-07-17	Generative Multi-Target Cross-Domain Recommendation	Jinqiu Jin, Yang Zhang, Fuli Feng, Xiangnan He	Link	Not Available
2025-06-24	Alleviating User-Sensitive bias with Fair Generative Sequential Recommendation Model	Yang Liu, Feng Wu, Xuefang Zhu	Link	Not Available
2025-06-18	Multi-Interest Recommendation: A Survey	Zihao Li, Qiang Chen, Lixin Zou, Aixin Sun, Chenliang Li	Link	Not Available
2025-05-17	Conversational Recommendation System using NLP and Sentiment Analysis	Piyush Talegaonkar, Siddhant Hole, Shrinesh Kamble, Prashil Gulechha, Deepali Salapurkar	Link	Not Available
2025-05-12	Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation	Jianan Li, Yangtao Zhou, Zhifu Zhao, Qinglan Huang, Jian Qi, Xiao He, Hua Chu, Fu Li	Link	Not Available
2025-05-06	Avoid Recommending Out-of-Domain Items: Constrained Generative Recommendation with LLMs	Hao Liao, Wensheng Lu, Jianxun Lian, Mingqi Wu, Shuo Wang, Yong Zhang, Yitian Huang, Mingyang Zhou, Xing Xie	Link	Not Available
2025-05-02	Preserving Privacy and Utility in LLM-Based Product Recommendations	Tina Khezresmaeilzadeh, Jiang Zhang, Dimitrios Andreadis, Konstantinos Psounis	Link	Not Available
2025-04-13	Slow Thinking for Sequential Recommendation	Junjie Zhang, Beichen Zhang, Wenqi Sun, Hongyu Lu, Wayne Xin Zhao, Yu Chen, Ji-Rong Wen	Link	Not Available
2025-04-10	Multi-Selection for Recommendation Systems	Sahasrajit Sarmasarkar, Zhihao Jiang, Ashish Goel, Aleksandra Korolova, Kamesh Munagala	Link	Not Available
2025-04-10	A Novel Mamba-based Sequential Recommendation Method	Jun Yuan	Link	Not Available
2025-04-08	Unified Generative Search and Recommendation	Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Enyun Yu	Link	Not Available
2025-02-26	Multi-Perspective Attention Mechanism for Bias-Aware Sequential Recommendation	Mingjian Fu, Hengsheng Chen, Dongchun Jiang, Yanchao Tan	Link	Not Available
2025-02-20	Multimodal Quantitative Language for Generative Recommendation	Jianyang Zhai, Zi-Feng Mai, Chang-Dong Wang, Feidiao Yang, Xiawu Zheng, Hui Li, Yonghong Tian	Link	Not Available
2025-03-28	Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation	Jiakai Tang, Sunhao Dai, Teng Shi, Jun Xu, Xu Chen, Wen Chen, Jian Wu, Yuning Jiang	Link	Not Available
2025-03-17	Leveraging the Dynamics of Leadership in Group Recommendation Systems	Peijin Yu, Shin'ichi Konomi	Link	Not Available
2025-03-12	Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs	Jiani Huang, Shijie Wang, Liang-bo Ning, Wenqi Fan, Shuaiqiang Wang, Dawei Yin, Qing Li	Link	Not Available
2025-03-11	Counterfactual Language Reasoning for Explainable Recommendation Systems	Guanrong Li, Haolin Yang, Xinyu Liu, Zhen Wu, Xinyu Dai	Link	Not Available
2025-03-10	AlignPxtr: Aligning Predicted Behavior Distributions for Bias-Free Video Recommendations	Chengzhi Lin, Chuyuan Wang, Annan Xie, Wuhong Wang, Ziye Zhang, Canguang Ruan, Yuancai Huang, Yongqi Liu	Link	Not Available
2025-02-21	User Experience with LLM-powered Conversational Recommendation Systems: A Case of Music Recommendation	Sojeong Yun, Youn-kyung Lim	Link	Not Available
2025-02-19	Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation	Hao Wang, Wei Guo, Luankang Zhang, Jin Yao Chin, Yufei Ye, Huifeng Guo, Yong Liu, Defu Lian, Ruiming Tang, Enhong Chen	Link	Not Available
2025-02-17	Leave No One Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation	Lei Li, Xiao Zhou	Link	Not Available
2025-02-13	A Contextual-Aware Position Encoding for Sequential Recommendation	Jun Yuan, Guohao Cai, Zhenhua Dong	Link	Not Available
2025-02-10	Recommendations to OSCE/ODIHR (on how to give better recommendations for Internet voting)	Jan Willemson	Link	Not Available
2025-01-29	Uncertainty Quantification and Decomposition for LLM-based Recommendation	Wonbin Kweon, Sanghwan Jang, SeongKu Kang, Hwanjo Yu	Link	Not Available
2025-01-17	Diffusion Models in Recommendation Systems: A Survey	Ting-Ruen Wei, Yi Fang	Link	Not Available
2025-01-04	The Application of Large Language Models in Recommendation Systems	Peiyang Yu, Zeqiu Xu, Jiani Wang, Xiaochuan Xu	Link	Not Available
2024-12-31	Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models	Yifan Tian, Yixin Liu, Yi Bu, Jiqun Liu	Link	Not Available
2024-12-25	Automatic Self-supervised Learning for Social Recommendations	Xin He, Wenqi Fan, Mingchen Sun, Ying Wang, Xin Wang	Link	Not Available
2024-12-17	A Survey on Recommendation Unlearning: Fundamentals, Taxonomy, Evaluation, and Open Questions	Yuyuan Li, Xiaohua Feng, Chaochao Chen, Qiang Yang	Link	Not Available
2024-12-17	A Survey on Sequential Recommendation	Liwei Pan, Weike Pan, Meiyan Wei, Hongzhi Yin, Zhong Ming	Link	Not Available
2024-12-13	Recommendation and Temptation	Md Sanzeed Anwar, Paramveer S. Dhillon, Grant Schoenebeck	Link	Not Available
2024-12-05	User-item fairness tradeoffs in recommendations	Sophie Greenwood, Sudalakshmee Chiniah, Nikhil Garg	Link	Not Available
2024-12-01	Scaling New Frontiers: Insights into Large Recommendation Models	Wei Guo, Hao Wang, Luankang Zhang, Jin Yao Chin, Zhongzhou Liu, Kai Cheng, Qiushi Pan, Yi Quan Lee, Wanqi Xue, Tingjia Shen, Kenan Song, Kefan Wang, Wenjia Xie, Yuyang Ye, Huifeng Guo, Yong Liu, Defu Lian, Ruiming Tang, Enhong Chen	Link	Not Available
2024-11-01	A Survey on Bundle Recommendation: Methods, Applications, and Challenges	Meng Sun, Lin Li, Ming Li, Xiaohui Tao, Dong Zhang, Peipei Wang, Jimmy Xiangji Huang	Link	Not Available
2024-10-31	Identify Then Recommend: Towards Unsupervised Group Recommendation	Yue Liu, Shihao Zhu, Tianyuan Yang, Jian Ma, Wenliang Zhong	Link	Not Available
2024-10-30	ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning	Millennium Bismay, Xiangjue Dong, James Caverlee	Link	Not Available
2024-10-25	Knowledge Graph Enhanced Language Agents for Recommendation	Taicheng Guo, Chaochun Liu, Hai Wang, Varun Mannam, Fang Wang, Xin Chen, Xiangliang Zhang, Chandan K. Reddy	Link	Not Available
2024-10-17	Preference Diffusion for Recommendation	Shuo Liu, An Zhang, Guoqing Hu, Hong Qian, Tat-seng Chua	Link	Not Available
2024-10-15	Sequential LLM Framework for Fashion Recommendation	Han Liu, Xianfeng Tang, Tianlang Chen, Jiapeng Liu, Indu Indu, Henry Peng Zou, Peng Dai, Roberto Fernandez Galan, Michael D Porter, Dongmei Jia, Ning Zhang, Lian Xiong	Link	Not Available
2024-10-11	Intent-Enhanced Data Augmentation for Sequential Recommendation	Shuai Chen, Zhoujun Li	Link	Not Available
2024-10-08	Direct Preference Optimization for LLM-Enhanced Recommendation Systems	Chao Sun, Yaobo Liang, Yaming Yang, Shilin Xu, Tianmeng Yang, Yunhai Tong	Link	Not Available
2024-10-04	Multimodal Point-of-Interest Recommendation	Yuta Kanzawa, Toyotaro Suzumura, Hiroki Kanezashi, Jiawei Yong, Shintaro Fukushima	Link	Not Available
2024-09-11	Mamba for Scalable and Efficient Personalized Recommendations	Andrew Starnes, Clayton Webster	Link	Not Available
2024-09-25	A Prompting-Based Representation Learning Method for Recommendation with Large Language Models	Junyi Chen, Toyotaro Suzumura	Link	Not Available
2024-09-20	Beauty Beyond Words: Explainable Beauty Product Recommendations Using Ingredient-Based Product Attributes	Siliang Liu, Rahul Suresh, Amin Banitalebi-Dehkordi	Link	Not Available
2024-09-11	Enhancing Sequential Music Recommendation with Negative Feedback-informed Contrastive Learning	Pavan Seshadri, Shahrzad Shashaani, Peter Knees	Link	Not Available
2024-09-10	HierLLM: Hierarchical Large Language Model for Question Recommendation	Yuxuan Liu, Haipeng Liu, Ting Long	Link	Not Available
2024-09-03	Blockchain-based Federated Recommendation with Incentive Mechanism	Jianhai Chen, Yanlin Wu, Dazhong Rong, Guoyao Yu, Lingqi Jiang, Zhenguang Liu, Peng Zhou, Rui Shen	Link	Not Available
2024-08-22	The Importance of Cognitive Biases in the Recommendation Ecosystem	Markus Schedl, Oleg Lesota, Stefan Brandl, Mohammad Lotfi, Gustavo Junior Escobedo Ticona, Shahed Masoudian	Link	Not Available
2024-08-20	Large Language Model Driven Recommendation	Anton Korikov, Scott Sanner, Yashar Deldjoo, Zhankui He, Julian McAuley, Arnau Ramisa, Rene Vidal, Mahesh Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci	Link	Not Available
2024-08-15	The Nah Bandit: Modeling User Non-compliance in Recommendation Systems	Tianyue Zhou, Jung-Hoon Cho, Cathy Wu	Link	Not Available
2024-08-12	Investigating Characteristics of Media Recommendation Solicitation in r/ifyoulikeblank	Md Momen Bhuiyan, Donghan Hu, Andrew Jelson, Tanushree Mitra, Sang Won Lee	Link	Not Available
2024-07-22	Scalable Dynamic Embedding Size Search for Streaming Recommendation	Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin	Link	Not Available
2024-06-22	LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning	Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li	Link	Not Available
2024-06-12	Graph Bottlenecked Social Recommendation	Yonghui Yang, Le Wu, Zihan Wang, Zhuangzhuang He, Richang Hong, Meng Wang	Link	Not Available
2024-06-01	RecDiff: Diffusion Model for Social Recommendation	Zongwei Li, Lianghao Xia, Chao Huang	Link	Not Available
2024-05-28	ReChorus2.0: A Modular and Task-Flexible Recommendation Library	Jiayu Li, Hanyu Li, Zhiyu He, Weizhi Ma, Peijie Sun, Min Zhang, Shaoping Ma	Link	Not Available
2024-05-28	MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations	Srijata Maji, Moghis Fereidouni, Vinaik Chhetri, Umar Farooq, A. B. Siddique	Link	Not Available
2024-05-27	Multi-Behavior Generative Recommendation	Zihan Liu, Yupeng Hou, Julian McAuley	Link	Not Available
2024-05-22	Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain	Yizhe Zhang, Yucheng Jin, Li Chen, Ting Yang	Link	Not Available
2024-05-11	Multimodal Pretraining and Generation for Recommendation: A Tutorial	Jieming Zhu, Chuhan Wu, Rui Zhang, Zhenhua Dong	Link	Not Available
2024-05-08	Dual-domain Collaborative Denoising for Social Recommendation	Wenjie Chen, Yi Zhang, Honghao Li, Lei Sang, Yiwen Zhang	Link	Not Available
2024-05-03	Stability of Explainable Recommendation	Sairamvinay Vijayaraghavan, Prasant Mohapatra	Link	Not Available
2024-04-15	UniSAR: Modeling User Transition Behaviors between Search and Recommendation	Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song	Link	Not Available
2024-03-27	A Novel Behavior-Based Recommendation System for E-commerce	Reza Barzegar Nozari, Mahdi Divsalar, Sepehr Akbarzadeh Abkenar, Mohammadreza Fadavi Amiri, Ali Divsalar	Link	Not Available
2024-03-24	A Temporal Graph Network Framework for Dynamic Recommendation	Yejin Kim, Youngbin Lee, Vincent Yuan, Annika Lee, Yongjae Lee	Link	Not Available
2024-03-20	Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation	Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Wayne Xin Zhao, Ji-Rong Wen	Link	Not Available
2024-03-12	Proactive Recommendation with Iterative Preference Guidance	Shuxian Bi, Wenjie Wang, Hang Pan, Fuli Feng, Xiangnan He	Link	Not Available
2024-02-29	Compositional API Recommendation for Library-Oriented Code Generation	Zexiong Ma, Shengnan An, Bing Xie, Zeqi Lin	Link	Not Available
2024-02-27	Side Information-Driven Session-based Recommendation: A Survey	Xiaokun Zhang, Bo Xu, Chenliang Li, Yao Zhou, Liangyue Li, Hongfei Lin	Link	Not Available
2024-02-26	Top-Personalized-K Recommendation	Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu	Link	Not Available
2024-02-23	MACRec: a Multi-Agent Collaboration Framework for Recommendation	Zhefan Wang, Yuanqing Yu, Wendi Zheng, Weizhi Ma, Min Zhang	Link	Not Available
2024-02-18	Pattern-wise Transparent Sequential Recommendation	Kun Ma, Cong Xu, Zeyuan Chen, Wei Zhang	Link	Not Available
2024-02-14	Recommendation Algorithm Based on Recommendation Sessions	Michał Malinowski	Link	Not Available
2024-02-13	Implementation of Recommendation Algorithm based on Recommendation Sessions in E-commerce IT System	Michał Malinowski	Link	Not Available
2024-02-12	Debiasing Recommendation with Personal Popularity	Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur AI Hasan Haldar, Bo Tang	Link	Not Available
2024-02-12	News Recommendation with Attention Mechanism	Tianrui Liu, Changxin Xu, Yuxin Qiao, Chufeng Jiang, Weisheng Chen	Link	Not Available
2024-02-06	On Practical Diversified Recommendation with Controllable Category Diversity Framework	Tao Zhang, Luwei Yang, Zhibo Xiao, Wen Jiang, Wei Ning	Link	Not Available
2024-02-05	FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning	Sejoon Oh, Berk Ustun, Julian McAuley, Srijan Kumar	Link	Not Available
2024-02-05	Recommendation Fairness in Social Networks Over Time	Meng Cao, Hussain Hussain, Sandipan Sikdar, Denis Helic, Markus Strohmaier, Roman Kern	Link	Not Available
2024-02-02	Improving Sequential Recommendations with LLMs	Artun Boz, Wouter Zorgdrager, Zoe Kotti, Jesse Harte, Panos Louridas, Dietmar Jannach, Vassilios Karakoidas, Marios Fragkoulis	Link	Not Available
2024-01-26	Challenging Low Homophily in Social Recommendation	Wei Jiang, Xinyi Gao, Guandong Xu, Tong Chen, Hongzhi Yin	Link	Not Available
2024-01-07	ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback	Kyle Dylan Spurlock, Cagla Acun, Esin Saka, Olfa Nasraoui	Link	Not Available
2023-12-30	EXPLORE -- Explainable Song Recommendation	Abhinav Arun, Mehul Soni, Palash Choudhary, Saksham Arora	Link	Not Available
2023-12-18	On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm	Hongzhi Yin, Tong Chen, Liang Qu, Bin Cui	Link	Not Available
2023-12-17	A Survey on Query-based API Recommendation	Moshi Wei, Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Lin Shi, Jinqiu Yang, Song Wang, Ming Zhen, Jiang	Link	Not Available
2023-11-13	Understanding the Influence of Data Characteristics on the Performance of Point-of-Interest Recommendation Algorithms	Linus W. Dietz, Pablo Sánchez, Alejandro Bellogín	Link	Not Available
2023-11-10	Citation Recommendation on Scholarly Legal Articles	Doğukan Arslan, Saadet Sena Erdoğan, Gülşen Eryiğit	Link	Not Available
2023-10-31	Large Multi-modal Encoders for Recommendation	Zixuan Yi, Zijun Long, Iadh Ounis, Craig Macdonald, Richard Mccreadie	Link	Not Available
2023-10-31	LFG: A Generative Network for Real-Time Recommendation	Junyi Liu	Link	Not Available
2023-10-30	Extracting user needs with Chat-GPT for dialogue recommendation	Yugen Sato, Taisei Nakajima, Tatsuki Kawamoto, Tomohiro Takagi	Link	Not Available
2023-10-06	Music Recommendation Based on Audio Fingerprint	Diego Saldaña Ulloa	Link	Not Available
2023-10-26	LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation	Kai Mei, Yongfeng Zhang	Link	Not Available
2023-10-23	Long Short-Term Planning for Conversational Recommendation Systems	Xian Li, Hongguang Shi, Yunfei Wang, Yeqin Zhang, Xubin Li, Cam-Tu Nguyen	Link	Not Available
2023-10-16	On Generative Agents in Recommendation	An Zhang, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua	Link	Not Available
2023-10-09	Sequential Tag Recommendation	Bing Liu, Pengyu Xu, Sijin Lu, Shijing Wang, Hongjian Sun, Liping Jing	Link	Not Available
2023-10-03	Linear Recurrent Units for Sequential Recommendation	Zhenrui Yue, Yueqi Wang, Zhankui He, Huimin Zeng, Julian McAuley, Dong Wang	Link	Not Available
2023-10-02	Dataset Condensation for Recommendation	Jiahao Wu, Wenqi Fan, Jingfan Chen, Shengcai Liu, Qijiong Liu, Rui He, Qing Li, Ke Tang	Link	Not Available
2023-09-22	Diffusion Augmentation for Sequential Recommendation	Qidong Liu, Fan Yan, Xiangyu Zhao, Zhaocheng Du, Huifeng Guo, Ruiming Tang, Feng Tian	Link	Not Available
2023-09-14	Neuro-Symbolic Recommendation Model based on Logic Query	Maonian Wu, Bang Chen, Shaojun Zhu, Bo Zheng, Wei Peng, Mingyi Zhang	Link	Not Available
2023-09-11	Formalizing Multimedia Recommendation through Multimodal Deep Learning	Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Felice Antonio Merra, Tommaso Di Noia, Eugenio Di Sciascio	Link	Not Available
2023-09-05	Fairness of Exposure in Dynamic Recommendation	Masoud Mansoury, Bamshad Mobasher	Link	Not Available
2023-08-30	Knowledge-grounded Natural Language Recommendation Explanation	Anthony Colas, Jun Araki, Zhengyu Zhou, Bingqing Wang, Zhe Feng	Link	Not Available
2023-08-28	RecMind: Large Language Model Powered Agent For Recommendation	Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Yingzhen Yang	Link	Not Available
2023-08-21	Age Recommendation from Texts and Sentences for Children	Rashedur Rahman, Gwénolé Lecorvé, Nicolas Béchet	Link	Not Available
2023-08-14	Discrete Conditional Diffusion for Reranking in Recommendation	Xiao Lin, Xiaokai Chen, Chenyang Wang, Hantao Shu, Linfeng Song, Biao Li, Peng jiang	Link	Not Available
2023-08-10	SSLRec: A Self-Supervised Learning Framework for Recommendation	Xubin Ren, Lianghao Xia, Yuhao Yang, Wei Wei, Tianle Wang, Xuheng Cai, Chao Huang	Link	Not Available
2023-08-08	Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation	Wei Ji, Xiangyan Liu, An Zhang, Yinwei Wei, Yongxin Ni, Xiang Wang	Link	Not Available
2023-08-07	Heterogeneous Knowledge Fusion: A Novel Approach for Personalized Recommendation via LLM	Bin Yin, Junjie Xie, Yu Qin, Zixiang Ding, Zhichao Feng, Xiang Li, Wei Lin	Link	Not Available
2023-08-05	Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation	Yi Ren, Xu Zhao, Hongyan Tang, Shuai Li	Link	Not Available
2023-07-29	Recommendation Unlearning via Matrix Correction	Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Jiongran Wu, Peng Zhang, Li Shang, Ning Gu	Link	Not Available
2023-07-26	Integrating Offline Reinforcement Learning with Transformers for Sequential Recommendation	Xumei Xi, Yuke Zhao, Quan Liu, Liwen Ouyang, Yang Wu	Link	Not Available
2023-07-10	Counterfactual Explanation for Fairness in Recommendation	Xiangmeng Wang, Qian Li, Dianer Yu, Qing Li, Guandong Xu	Link	Not Available
2023-07-07	A Network Resource Allocation Recommendation Method with An Improved Similarity Measure	Huiyu Li, Pei Liang, Junhua Hu	Link	Not Available
2023-07-06	Cross-Modal Content Inference and Feature Enrichment for Cold-Start Recommendation	Haokai Ma, Zhuang Qi, Xinxin Dong, Xiangxian Li, Yuze Zheng, Xiangxu Mengand Lei Meng	Link	Not Available
2023-07-03	OpenSiteRec: An Open Dataset for Site Recommendation	Xinhang Li, Xiangyu Zhao, Yejing Wang, Yu Liu, Yong Li, Cheng Long, Yong Zhang, Chunxiao Xing	Link	Not Available
2023-07-02	GenRec: Large Language Model for Generative Recommendation	Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang	Link	Not Available
2023-06-29	Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations	Xuansheng Wu, Huachi Zhou, Yucheng Shi, Wenlin Yao, Xiao Huang, Ninghao Liu	Link	Not Available
2023-06-19	Generative Sequential Recommendation with GPTRec	Aleksandr V. Petrov, Craig Macdonald	Link	Not Available
2023-06-15	RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation	Gabriel Bénédict, Olivier Jeunen, Samuele Papa, Samarth Bhargav, Daan Odijk, Maarten de Rijke	Link	Not Available
2023-06-13	Topic-Centric Explanations for News Recommendation	Dairui Liu, Derek Greene, Irene Li, Xuefei Jiang, Ruihai Dong	Link	Not Available
2023-06-06	Computational Technologies for Fashion Recommendation: A Survey	Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua	Link	Not Available
2023-05-31	A Survey on Large Language Models for Recommendation	Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen	Link	Not Available
2023-05-24	#REVAL: a semantic evaluation framework for hashtag recommendation	Areej Alsini, Du Q. Huynh, Amitava Datta	Link	Not Available
2023-05-25	BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model	Aakas Zhiyuli, Yanfang Chen, Xuan Zhang, Xun Liang	Link	Not Available
2023-05-21	Exploring and Exploiting Data Heterogeneity in Recommendation	Zimu Wang, Jiashuo Liu, Hao Zou, Xingxuan Zhang, Yue He, Dongxu Liang, Peng Cui	Link	Not Available
2023-05-19	Visualization for Recommendation Explainability: A Survey and New Perspectives	Mohamed Amine Chatti, Mouadh Guesmi, Arham Muslim	Link	Not Available
2023-05-12	Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation	Jizhi Zhang, Keqin Bao, Yang Zhang, Wenjie Wang, Fuli Feng, Xiangnan He	Link	Not Available
2023-05-12	Knowledge Soft Integration for Multimodal Recommendation	Kai Ouyang, Chen Tang, Wenhao Zheng, Xiangjin Xie, Xuanji Xiao, Jian Dong, Hai-Tao Zheng, Zhi Wang	Link	Not Available
2023-05-11	Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach	Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen	Link	Not Available
2023-05-11	How to Index Item IDs for Recommendation Foundation Models	Wenyue Hua, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang	Link	Not Available
2023-05-06	Attacking Pre-trained Recommendation	Yiqing Wu, Ruobing Xie, Zhao Zhang, Yongchun Zhu, FuZhen Zhuang, Jie Zhou, Yongjun Xu, Qing He	Link	Not Available
2023-04-10	Sequential Recommendation with Diffusion Models	Hanwen Du, Huanhuan Yuan, Zhen Huang, Pengpeng Zhao, Xiaofang Zhou	Link	Not Available
2023-04-09	Editable User Profiles for Controllable Text Recommendation	Sheshera Mysore, Mahmood Jasim, Andrew McCallum, Hamed Zamani	Link	Not Available
2023-03-14	Disentangled Graph Social Recommendation	Lianghao Xia, Yizhen Shao, Chao Huang, Yong Xu, Huance Xu, Jian Pei	Link	Not Available
2023-02-24	LaSER: Language-Specific Event Recommendation	Sara Abdollahi, Simon Gottschalk, Elena Demidova	Link	Not Available
2023-03-02	Heterogeneous Graph Contrastive Learning for Recommendation	Mengru Chen, Chao Huang, Lianghao Xia, Wei Wei, Yong Xu, Ronghua Luo	Link	Not Available
2023-03-01	REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation	Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Ji-Rong Wen	Link	Not Available
2023-02-13	Improving Recommendation Fairness via Data Augmentation	Lei Chen, Le Wu, Kun Zhang, Richang Hong, Defu Lian, Zhiqiang Zhang, Jun Zhou, Meng Wang	Link	Not Available
2023-02-02	MMRec: Simplifying Multimodal Recommendation	Xin Zhou	Link	Not Available
2023-02-03	Improving Recommendation Relevance by simulating User Interest	Alexander Kushkuley, Joshua Correa	Link	Not Available
2023-01-26	Cross-domain recommendation via user interest alignment	Chuang Zhao, Hongke Zhao, Ming He, Jian Zhang, Jianping Fan	Link	Not Available
2023-01-25	Transferable Fairness for Cold-Start Recommendation	Yunqi Li, Dingxian Wang, Hanxiong Chen, Yongfeng Zhang	Link	Not Available
2023-01-13	Disentangled Representation for Diversified Recommendations	Xiaoying Zhang, Hongning Wang, Hang Li	Link	Not Available
2023-01-13	Knowledge Enhancement for Contrastive Multi-Behavior Recommendation	Hongrui Xuan, Yi Liu, Bohan Li, Hongzhi Yin	Link	Not Available
2023-01-04	Episodes Discovery Recommendation with Multi-Source Augmentations	Ziwei Fan, Alice Wang, Zahra Nazari	Link	Not Available
2022-12-27	A Survey on Federated Recommendation Systems	Zehua Sun, Yonghui Xu, Yong Liu, Wei He, Lanju Kong, Fangzhao Wu, Yali Jiang, Lizhen Cui	Link	Not Available
2022-11-25	Group Buying Recommendation Model Based on Multi-task Learning	Shuoyao Zhai, Baichuan Liu, Deqing Yang, Yanghua Xiao	Link	Not Available
2022-11-17	Learning to Counterfactually Explain Recommendations	Yuanshun Yao, Chong Wang, Hang Li	Link	Not Available
2022-11-14	Talent Recommendation on LinkedIn User Profiles	Yuzhou Peng	Link	Not Available
2022-11-05	Aligning Recommendation and Conversation via Dual Imitation	Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou	Link	Not Available
2022-10-25	Recommendation with User Active Disclosing Willingness	Lei Wang, Xu Chen, Quanyu Dai, Zhenhua Dong	Link	Not Available
2022-10-31	Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective	Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Lim Ee Peng, Yanjie Fu	Link	Not Available
2022-10-04	IGNiteR: News Recommendation in Microblogging Applications (Extended Version)	Yuting Feng, Bogdan Cautis	Link	Not Available
2022-09-27	Efficient On-Device Session-Based Recommendation	Xin Xia, Junliang Yu, Qinyong Wang, Chaoqun Yang, Quoc Viet Hung Nguyen, Hongzhi Yin	Link	Not Available
2022-09-23	Modeling and Leveraging Prerequisite Context in Recommendation	Hengchang Hu, Liangming Pan, Yiding Ran, Min-Yen Kan	Link	Not Available
2022-09-17	Human Pose Driven Object Effects Recommendation	Zhaoxin Fan, Fengxin Li, Hongyan Liu, Jun He, Xiaoyong Du	Link	Not Available
2022-09-15	The Role of Bias in News Recommendation in the Perception of the Covid-19 Pandemic	Thomas Elmar Kolb, Irina Nalis, Mete Sertkan, Julia Neidhardt	Link	Not Available
2022-09-08	The Users Aren't Alright: Dangerous Mental Illness Behaviors and Recommendations	Ashlee Milton, Stevie Chancellor	Link	Not Available
2022-09-08	Towards Responsible Medical Diagnostics Recommendation Systems	Daniel Schlör, Andreas Hotho	Link	Not Available
2022-09-06	XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation	Junliang Yu, Xin Xia, Tong Chen, Lizhen Cui, Nguyen Quoc Viet Hung, Hongzhi Yin	Link	Not Available
2022-09-05	The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations	Julien Grand-Clément, Jean Pauphilet	Link	Not Available
2022-09-04	Exposure-Aware Recommendation using Contextual Bandits	Masoud Mansoury, Bamshad Mobasher, Herke van Hoof	Link	Not Available
2022-09-03	Explanation Guided Contrastive Learning for Sequential Recommendation	Lei Wang, Ee-Peng Lim, Zhiwei Liu, Tianxiang Zhao	Link	Not Available
2022-08-27	SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning	Baihan Lin, Guillermo Cecchi, Djallel Bouneffouf	Link	Not Available
2022-08-19	Exploring Popularity Bias in Music Recommendation Models and Commercial Steaming Services	Douglas R. Turnbull, Sean McQuillan, Vera Crabtree, John Hunter, Sunny Zhang	Link	Not Available
2022-08-17	EGCR: Explanation Generation for Conversational Recommendation	Bingbing Wen, Xiaoning Bu, Chirag Shah	Link	Not Available
2022-08-08	INSPIRED2: An Improved Dataset for Sociable Conversational Recommendation	Ahtsham Manzoor, Dietmar Jannach	Link	Not Available
2022-07-14	Reinforced Path Reasoning for Counterfactual Explainable Recommendation	Xiangmeng Wang, Qian Li, Dianer Yu, Guandong Xu	Link	Not Available
2022-06-28	Item Recommendation Using User Feedback Data and Item Profile	Debashish Roy, Rajarshi Roy Chowdhury, Abdullah Bin Nasser, Afdhal Azmi, Marzieh Babaeianjelodar	Link	Not Available
2022-06-22	DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation	Zhu Sun, Hui Fang, Jie Yang, Xinghua Qu, Hongyang Liu, Di Yu, Yew-Soon Ong, Jie Zhang	Link	Not Available
2022-06-15	Rethinking Reinforcement Learning for Recommendation: A Prompt Perspective	Xin Xin, Tiago Pimentel, Alexandros Karatzoglou, Pengjie Ren, Konstantina Christakopoulou, Zhaochun Ren	Link	Not Available
2022-06-15	RecBole 2.0: Towards a More Up-to-Date Recommendation Library	Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen	Link	Not Available
2022-06-09	Deep Meta-learning in Recommendation Systems: A Survey	Chunyang Wang, Yanmin Zhu, Haobing Liu, Tianzi Zang, Jiadi Yu, Feilong Tang	Link	Not Available
2022-05-31	Contemporary Recommendation Systems on Big Data and Their Applications: A Survey	Ziyuan Xia, Anchen Sun, Jingyi Xu, Yuanzhe Peng, Rui Ma, Minghui Cheng	Link	Not Available
2022-05-30	A multimedia recommendation model based on collaborative graph	Breda Lim, Shubhi Bansal, Ahmed Buru, Kayla Manthey	Link	Not Available
2022-05-26	Fairness in Recommendation: Foundations, Methods and Applications	Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Shuchang Liu, Yongfeng Zhang	Link	Not Available
2022-05-24	MealRec: A Meal Recommendation Dataset	Ming Li, Lin Li, Qing Xie, Jingling Yuan, Xiaohui Tao	Link	Not Available
2022-05-21	Diversity Preference-Aware Link Recommendation for Online Social Networks	Kexin Yin, Xiao Fang, Bintong Chen, Olivia Sheng	Link	Not Available
2022-05-19	Personalized Prompt for Sequential Recommendation	Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xu Zhang, Leyu Lin, Qing He	Link	Not Available
2022-05-14	PAS: A Position-Aware Similarity Measurement for Sequential Recommendation	Zijie Zeng, Jing Lin, Weike Pan, Zhong Ming, Zhongqi Lu	Link	Not Available
2022-04-25	Determinantal Point Process Likelihoods for Sequential Recommendation	Yuli Liu, Christian Walder, Lexing Xie	Link	Not Available
2022-04-24	Explainable Fairness in Recommendation	Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang	Link	Not Available
2022-04-01	End-to-end Learnable Diversity-aware News Recommendation	Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang	Link	Not Available
2022-03-31	Sequential Recommendation with User Evolving Preference Decomposition	Weiqi Shao, Xu Chen, Long Xia, Jiashu Zhao, Dawei Yin	Link	Not Available
2022-03-12	An Introduction to Matrix factorization and Factorization Machines in Recommendation System, and Beyond	Yuefeng Zhang	Link	Not Available
2022-03-08	Predictive and Contrastive: Dual-Auxiliary Learning for Recommendation	Yinghui Tao, Min Gao, Junliang Yu, Zongwei Wang, Qingyu Xiong, Xu Wang	Link	Not Available
2022-02-28	Quality-aware News Recommendation	Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang	Link	Not Available
2022-02-27	The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation	Hossein A. Rahmani, Yashar Deldjoo, Ali Tourani, Mohammadmehdi Naghiaei	Link	Not Available
2022-02-26	QuoteR: A Benchmark of Quote Recommendation for Writing	Fanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun	Link	Not Available
2022-02-14	Conditional Generation Net for Medication Recommendation	Rui Wu, Zhaopeng Qiu, Jiacheng Jiang, Guilin Qi, Xian Wu	Link	Not Available
2022-02-14	Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation	Xu Chen, Yongfeng Zhang, Ji-Rong Wen	Link	Not Available
2022-02-02	Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health	Calvin Bao, Siyao Li, Sarah Flores, Michael Correll, Leilani Battle	Link	Not Available
2022-01-16	Debiased Recommendation with User Feature Balancing	Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen	Link	Not Available
2022-01-15	Deep Unified Representation for Heterogeneous Recommendation	Chengqiang Lu, Mingyang Yin, Shuheng Shen, Luo Ji, Qi Liu, Hongxia Yang	Link	Not Available
2021-12-05	Long-Tail Session-based Recommendation from Calibration	Jiayi Chen, Wen Wu, Wei Zheng, Liang He	Link	Not Available
2021-12-04	Self-supervised Graph Learning for Occasional Group Recommendation	Bowen Hao, Hongzhi Yin, Cuiping Li, Hong Chen	Link	Not Available
2021-12-02	Recommending with Recommendations	Naveen Durvasula, Franklyn Wang, Scott Duke Kominers	Link	Not Available
2021-11-06	GHRS: Graph-based Hybrid Recommendation System with Application to Movie Recommendation	Zahra Zamanzadeh Darban, Mohammad Hadi Valipour	Link	Not Available
2021-11-01	Comparative Explanations of Recommendations	Aobo Yang, Nan Wang, Renqin Cai, Hongbo Deng, Hongning Wang	Link	Not Available
2021-10-19	MultiHead MultiModal Deep Interest Recommendation Network	Mingbao Yang, ShaoBo Li, Zhou Peng, Ansi Zhang, Yuanmeng Zhang	Link	Not Available
2021-10-19	EILEEN: A recommendation system for scientific publications and grants	Daniel E. Acuna, Kartik Nagre, Priya Matnani	Link	Not Available
2021-09-26	Deep Exploration for Recommendation Systems	Zheqing Zhu, Benjamin Van Roy	Link	Not Available
2021-09-22	Exploring Heterogeneous Metadata for Video Recommendation with Two-tower Model	Jianling Wang, Ainur Yessenalina, Alireza Roshan-Ghias	Link	Not Available
2021-09-13	BeautifAI -- A Personalised Occasion-oriented Makeup Recommendation System	Kshitij Gulati, Gaurav Verma, Mukesh Mohania, Ashish Kundu	Link	Not Available
2021-09-05	Recommendation Fairness: From Static to Dynamic	Dell Zhang, Jun Wang	Link	Not Available
2021-09-06	An Evaluation-Focused Framework for Visualization Recommendation Algorithms	Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle	Link	Not Available
2021-08-24	Counterfactual Explainable Recommendation	Juntao Tan, Shuyuan Xu, Yingqiang Ge, Yunqi Li, Xu Chen, Yongfeng Zhang	Link	Not Available
2021-08-20	Is News Recommendation a Sequential Recommendation Task?	Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang	Link	Not Available
2021-08-18	Hyperbolic Hypergraphs for Sequential Recommendation	Yicong Li, Hongxu Chen, Xiangguo Sun, Zhenchao Sun, Lin Li, Lizhen Cui, Philip S. Yu, Guandong Xu	Link	Not Available
2021-08-07	A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions	Tianzi Zang, Yanmin Zhu, Haobing Liu, Ruohan Zhang, Jiadi Yu	Link	Not Available
2021-08-05	Time-aware Path Reasoning on Knowledge Graph for Recommendation	Yuyue Zhao, Xiang Wang, Jiawei Chen, Yashen Wang, Wei Tang, Xiangnan He, Haiyong Xie	Link	Not Available
2021-06-25	Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning	Weiwen Liu, Feng Liu, Ruiming Tang, Ben Liao, Guangyong Chen, Pheng Ann Heng	Link	Not Available
2021-06-16	Personalized News Recommendation: Methods and Challenges	Chuhan Wu, Fangzhao Wu, Yongfeng Huang, Xing Xie	Link	Not Available
2021-06-10	MoParkeR : Multi-objective Parking Recommendation	Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook	Link	Not Available
2021-05-20	A Load Balanced Recommendation Approach	Mehdi Afsar, Trafford Crump, Behrouz Far	Link	Not Available
2021-05-20	Personalized Counterfactual Fairness in Recommendation	Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang	Link	Not Available
2021-05-13	Pink for Princesses, Blue for Superheroes: The Need to Examine Gender Stereotypes in Kid's Products in Search and Recommendations	Amifa Raj, Ashlee Milton, Michael D. Ekstrand	Link	Not Available
2021-05-13	Causal Intervention for Leveraging Popularity Bias in Recommendation	Yang Zhang, Fuli Feng, Xiangnan He, Tianxin Wei, Chonggang Song, Guohui Ling, Yongdong Zhang	Link	Not Available
2021-05-04	Semantic Modeling for Food Recommendation Explanations	Ishita Padhiar, Oshani Seneviratne, Shruthi Chari, Daniel Gruen, Deborah L. McGuinness	Link	Not Available
2021-05-03	Automatic Collection Creation and Recommendation	Sanidhya Singal, Piyush Singh, Manjeet Dahiya	Link	Not Available
2021-04-27	A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation	Le Wu, Xiangnan He, Xiang Wang, Kun Zhang, Meng Wang	Link	Not Available
2021-04-21	User-oriented Fairness in Recommendation	Yunqi Li, Hanxiong Chen, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang	Link	Not Available
2021-04-15	Empowering News Recommendation with Pre-trained Language Models	Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang	Link	Not Available
2021-04-12	Personalized Bundle Recommendation in Online Games	Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen	Link	Not Available
2021-03-15	Category Aware Explainable Conversational Recommendation	Nikolaos Kondylidis, Jie Zou, Evangelos Kanoulas	Link	Not Available
2021-03-14	Fairness-aware Personalized Ranking Recommendation via Adversarial Learning	Ziwei Zhu, Jianling Wang, James Caverlee	Link	Not Available
2021-03-11	Heterogeneous Information Network-based Interest Composition with Graph Neural Network for Recommendation	Dengcheng Yan, Wenxin Xie, Yiwen Zhang	Link	Not Available
2021-03-10	Session-based Social and Dependency-aware Software Recommendation	Dengcheng Yan, Tianyi Tang, Wenxin Xie, Yiwen Zhang, Qiang He	Link	Not Available
2021-02-24	An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment	Alexander Felfernig, Stefan Reiterer, Martin Stettinger, Michael Jeran	Link	Not Available
2021-02-12	Personalized Visualization Recommendation	Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed	Link	Not Available
2021-02-09	PyART: Python API Recommendation in Real-Time	Xincheng He, Lei Xu, Xiangyu Zhang, Rui Hao, Yang Feng, Baowen Xu	Link	Not Available
2021-02-07	Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network	Ruobing Xie, Qi Liu, Shukai Liu, Ziwei Zhang, Peng Cui, Bo Zhang, Leyu Lin	Link	Not Available
2021-01-29	Graph Embedding for Recommendation against Attribute Inference Attacks	Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang	Link	Not Available
2021-01-28	A Survey on Personality-Aware Recommendation Systems	Sahraoui Dhelim, Nyothiri Aung, Mohammed Amine Bouras, Huansheng Ning, Erik Cambria	Link	Not Available
2021-01-24	Explanation as a Defense of Recommendation	Aobo Yang, Nan Wang, Hongbo Deng, Hongning Wang	Link	Not Available
2021-01-21	Item Recommendation from Implicit Feedback	Steffen Rendle	Link	Not Available
2021-01-10	Towards Long-term Fairness in Recommendation	Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang	Link	Not Available
2021-01-09	Generate Natural Language Explanations for Recommendation	Hanxiong Chen, Xu Chen, Shaoyun Shi, Yongfeng Zhang	Link	Not Available
2020-12-25	Dynamic-K Recommendation with Personalized Decision Boundary	Yan Gao, Jiafeng Guo, Yanyan Lan, Huaming Liao	Link	Not Available
2020-12-11	Market2Dish: Health-aware Food Recommendation	Wenjie Wang, Ling-yu Duan, Hao Jiang, Peiguang Jing, Xuemeng Song, Liqiang Nie	Link	Not Available
2020-12-10	Cold-start Sequential Recommendation via Meta Learner	Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu	Link	Not Available
2020-12-09	Social Explorative Attention based Recommendation for Content Distribution Platforms	Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang	Link	Not Available
2020-12-04	Research Progress of News Recommendation Methods	Jing Qin	Link	Not Available
2020-12-02	FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint	Yao Wu, Jian Cao, Guandong Xu	Link	Not Available
2020-11-03	RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms	Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Yushuo Chen, Xingyu Pan, Kaiyuan Li, Yujie Lu, Hui Wang, Changxin Tian, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen	Link	Not Available
2020-10-23	Regret in Online Recommendation Systems	Kaito Ariu, Narae Ryu, Se-Young Yun, Alexandre Proutière	Link	Not Available
2020-10-13	Assessing the Helpfulness of Review Content for Explaining Recommendations	D. C. Hernandez-Bocanegra, J. Ziegler	Link	Not Available
2020-10-12	MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions	Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso	Link	Not Available
2020-10-03	Hit ratio: An Evaluation Metric for Hashtag Recommendation	Areej Alsini, Du Q. Huynh, Amitava Datta	Link	Not Available
2020-09-30	User-item matching for recommendation fairness	Qiang Dong, Shuang-Shuang Xie, Wen-Jun Li	Link	Not Available
2020-09-29	INSPIRED: Toward Sociable Recommendation Dialog Systems	Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu	Link	Not Available
2020-09-25	ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data	Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan	Link	Not Available
2020-09-24	Scalable Recommendation of Wikipedia Articles to Editors Using Representation Learning	Oleksii Moskalenko, Denis Parra, Diego Saez-Trumper	Link	Not Available
2020-09-21	A Deep Hybrid Model for Recommendation Systems	Muhammet cakir, sule gunduz oguducu, resul tugay	Link	Not Available
2020-09-01	From Clicks to Conversions: Recommendation for long-term reward	Philomène Chagniot, Flavian Vasile, David Rohde	Link	Not Available
2020-08-10	Scientific Paper Recommendation: A Survey	Xiaomei Bai, Mengyang Wang, Ivan Lee, Zhuo Yang, Xiangjie Kong, Feng Xia	Link	Not Available
2020-08-30	Beyond Next Item Recommendation: Recommending and Evaluating List of Sequences	Makbule Gulcin Ozsoy	Link	Not Available
2020-08-21	The Connection Between Popularity Bias, Calibration, and Fairness in Recommendation	Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher	Link	Not Available
2020-08-19	Popularity Bias in Recommendation: A Multi-stakeholder Perspective	Himan Abdollahpouri	Link	Not Available
2020-08-18	Shared MF: A privacy-preserving recommendation system	Senci Ying	Link	Not Available
2020-07-17	Reciprocal Recommender Systems: Analysis of State-of-Art Literature, Challenges and Opportunities towards Social Recommendation	Ivan Palomares, Carlos Porcel, Luiz Pizzato, Ido Guy, Enrique Herrera-Viedma	Link	Not Available
2020-07-29	Social Influences in Recommendation Systems	Diyah Puspitaningrum	Link	Not Available
2020-07-27	Latent Unexpected Recommendations	Pan Li, Alexander Tuzhilin	Link	Not Available
2020-07-24	Long-tail Session-based Recommendation	Siyi Liu, Yujia Zheng	Link	Not Available
2020-07-01	Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting	Longbing Cao	Link	Not Available
2020-07-12	Graph Factorization Machines for Cross-Domain Recommendation	Dongbo Xi, Fuzhen Zhuang, Yongchun Zhu, Pengpeng Zhao, Xiangliang Zhang, Qing He	Link	Not Available
2020-06-30	Learning Post-Hoc Causal Explanations for Recommendation	Shuyuan Xu, Yunqi Li, Shuchang Liu, Zuohui Fu, Xu Chen, Yongfeng Zhang	Link	Not Available
2020-06-29	Multi-sided Exposure Bias in Recommendation	Himan Abdollahpouri, Masoud Mansoury	Link	Not Available
2020-06-19	Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty	Junyang Jiang, Deqing Yang, Yanghua Xiao, Chenlu Shen	Link	Not Available
2020-06-03	Fairness-Aware Explainable Recommendation over Knowledge Graphs	Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo	Link	Not Available
2020-05-30	User Memory Reasoning for Conversational Recommendation	Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu	Link	Not Available
2020-05-27	An Exploratory Study of Hierarchical Fuzzy Systems Approach in Recommendation System	Tajul Rosli Razak, Iman Hazwam Abd Halim, Muhammad Nabil Fikri Jamaludin, Mohammad Hafiz Ismail, Shukor Sanim Mohd Fauzi	Link	Not Available
2020-05-14	Utilizing FastText for Venue Recommendation	Makbule Gulcin Ozsoy	Link	Not Available
2020-05-19	Controllable Multi-Interest Framework for Recommendation	Yukuo Cen, Jianwei Zhang, Xu Zou, Chang Zhou, Hongxia Yang, Jie Tang	Link	Not Available
2020-05-08	Towards Conversational Recommendation over Multi-Type Dialogs	Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu	Link	Not Available
2020-04-24	Improving Recommendation Diversity by Highlighting the ExTrA Fabricated Experts	Ya-Hui An, Qiang Dong, Quan Yuan, Chao Wang	Link	Not Available
2020-04-22	Alleviating the recommendation bias via rank aggregation	Qiang Dong, Quan Yuan, Yang-Bo Shi	Link	Not Available
2020-04-07	Practical Data Poisoning Attack against Next-Item Recommendation	Hengtong Zhang, Yaliang Li, Bolin Ding, Jing Gao	Link	Not Available
2020-03-25	Unfair Exposure of Artists in Music Recommendation	Himan Abdollahpouri, Robin Burke, Masoud Mansoury	Link	Not Available
2020-03-16	Developing a Recommendation Benchmark for MLPerf Training and Inference	Carole-Jean Wu, Robin Burke, Ed H. Chi, Joseph Konstan, Julian McAuley, Yves Raimond, Hao Zhang	Link	Not Available
2020-02-17	Citation Recommendation: Approaches and Datasets	Michael Färber, Adam Jatowt	Link	Not Available
2020-02-15	HybridCite: A Hybrid Model for Context-Aware Citation Recommendation	Michael Färber, Ashwath Sampath	Link	Not Available
2020-02-12	A Bayesian Approach to Conversational Recommendation Systems	Francesca Mangili, Denis Broggini, Alessandro Antonucci, Marco Alberti, Lorenzo Cimasoni	Link	Not Available
2020-02-04	Boosting API Recommendation with Implicit Feedback	Yu Zhou, Xinying Yang, Taolue Chen, Zhiqiu Huang, Xiaoxing Ma, Harald Gall	Link	Not Available
2020-02-04	Quantifying the Effects of Recommendation Systems	Sunshine Chong, Andrés Abeliuk	Link	Not Available
2020-01-29	Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation	Jibang Wu, Renqin Cai, Hongning Wang	Link	Not Available
2020-01-15	Tubes & Bubbles -- Topological confinement of YouTube recommendations	Camille Roth, Antoine Mazières, Telmo Menezes	Link	Not Available
2019-12-23	An Explainable Autoencoder For Collaborative Filtering Recommendation	Pegah Sagheb Haghighi, Olurotimi Seton, Olfa Nasraoui	Link	Not Available
2019-12-18	Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation	Yuan Zhang, Xiaoran Xu, Hanning Zhou, Yan Zhang	Link	Not Available
2019-10-28	Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System	Joanna Misztal-Radecka, Dominik Rusiecki, Michał Żmuda, Artur Bujak	Link	Not Available
2019-11-22	Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning	Ghazaleh Beigi, Ahmadreza Mosallanezhad, Ruocheng Guo, Hamidreza Alvari, Alexander Nou, Huan Liu	Link	Not Available
2019-11-15	Sequential Recommendation with Relation-Aware Kernelized Self-Attention	Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon	Link	Not Available
2019-11-03	The Relationship between the Consistency of Users' Ratings and Recommendation Calibration	Masoud Mansoury, Himan Abdollahpouri, Joris Rombouts, Mykola Pechenizkiy	Link	Not Available
2019-10-17	Cascading: Association Augmented Sequential Recommendation	Xu Chen, Kenan Cui, Ya Zhang, Yanfeng Wang	Link	Not Available
2019-09-20	Natural Language Processing via LDA Topic Model in Recommendation Systems	Hamed Jelodar, Yongli Wang, Mahdi Rabbani, SeyedValyAllah Ayobi	Link	Not Available
2019-08-27	Improving End-to-End Sequential Recommendations with Intent-aware Diversification	Wanyu Chen, Pengjie Ren, Fei Cai, Maarten de Rijke	Link	Not Available
2019-08-20	Hotel Recommendation System	Aditi A. Mavalankar, Ajitesh Gupta, Chetan Gandotra, Rishabh Misra	Link	Not Available
2019-08-12	Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets	Dominik Kowald, Matthias Traub, Dieter Theiler, Heimo Gursch, Emanuel Lacic, Stefanie Lindstaedt, Roman Kern, Elisabeth Lex	Link	Not Available
2019-08-10	Personalized Music Recommendation with Triplet Network	Haoting Liang, Donghuo Zeng, Yi Yu, Keizo Oyama	Link	Not Available
2019-08-02	Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison	Masoud Mansoury, Bamshad Mobasher, Robin Burke, Mykola Pechenizkiy	Link	Not Available
2019-07-31	The Unfairness of Popularity Bias in Recommendation	Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher	Link	Not Available
2019-07-30	Multi-stakeholder Recommendation and its Connection to Multi-sided Fairness	Himan Abdollahpouri, Robin Burke	Link	Not Available
2019-07-01	Bandit Learning for Diversified Interactive Recommendation	Yong Liu, Yingtai Xiao, Qiong Wu, Chunyan Miao, Juyong Zhang	Link	Not Available
2019-06-30	Effects of Foraging in Personalized Content-based Image Recommendation	Amit Kumar Jaiswal, Haiming Liu, Ingo Frommholz	Link	Not Available
2019-06-22	Collective Mobile Sequential Recommendation: A Recommender System for Multiple Taxicabs	Tongwen Wu, Zizhen Zhang, Yanzhi Li, Jiahai Wang	Link	Not Available
2019-06-12	Reinforcement Knowledge Graph Reasoning for Explainable Recommendation	Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang	Link	Not Available
2019-06-01	Personalized Multimedia Item and Key Frame Recommendation	Le Wu, Lei Chen, Yonghui Yang, Richang Hong, Yong Ge, Xing Xie, Meng Wang	Link	Not Available
2019-05-31	Deep Learning Recommendation Model for Personalization and Recommendation Systems	Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi, Jianyu Huang, Narayanan Sundaraman, Jongsoo Park, Xiaodong Wang, Udit Gupta, Carole-Jean Wu, Alisson G. Azzolini, Dmytro Dzhulgakov, Andrey Mallevich, Ilia Cherniavskii, Yinghai Lu, Raghuraman Krishnamoorthi, Ansha Yu, Volodymyr Kondratenko, Stephanie Pereira, Xianjie Chen, Wenlin Chen, Vijay Rao, Bill Jia, Liang Xiong, Misha Smelyanskiy	Link	Not Available
2019-05-28	Job Recommendation through Progression of Job Selection	Amber Nigam, Aakash Roy, Arpan Saxena, Hartaran Singh	Link	Not Available
2019-05-28	Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction	Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang	Link	Not Available
2019-05-16	Recent Advances in Diversified Recommendation	Qiong Wu, Yong Liu, Chunyan Miao, Yin Zhao, Lu Guan, Haihong Tang	Link	Not Available
2019-05-08	A hybrid recommendation algorithm based on weighted stochastic block model	Yuchen Xiao, Ruzhe Zhong	Link	Not Available
2019-05-01	Beyond Personalization: Research Directions in Multistakeholder Recommendation	Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Pizzato	Link	Not Available
2019-05-04	Latent Unexpected and Useful Recommendation	Pan Li, Alexander Tuzhilin	Link	Not Available
2019-04-02	Flavour Enhanced Food Recommendation	Nitish Nag, Aditya Bharadwaj, Aditya Narendra Rao, Akash Kulhalli, Kushal Samir Mehta, Nishant Bhattacharya, Pratul Ramkumar, Dinkar Sitaram, Ramesh Jain	Link	Not Available
2019-04-10	A Model for Using Physiological Conditions for Proactive Tourist Recommendations	Rinita Roy, Linus W. Dietz	Link	Not Available
2019-04-10	Causal Embeddings for Recommendation: An Extended Abstract	Stephen Bonner, Flavian Vasile	Link	Not Available
2019-03-19	Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation	Yong Liu, Yinan Zhang, Qiong Wu, Chunyan Miao, Lizhen Cui, Binqiang Zhao, Yin Zhao, Lu Guan	Link	Not Available
2019-02-20	NAIRS: A Neural Attentive Interpretable Recommendation System	Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen	Link	Not Available
2019-02-11	Whole-Chain Recommendations	Xiangyu Zhao, Long Xia, Linxin Zou, Hui Liu, Dawei Yin, Jiliang Tang	Link	Not Available
2019-01-05	On hybrid modular recommendation systems for video streaming	Evripidis Tzamousis, Maria Papadopouli	Link	Not Available
2019-01-04	Online Social Media Recommendation over Streams	Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang	Link	Not Available
2018-12-21	The Technological Gap Between Virtual Assistants and Recommendation Systems	Dimitrios Rafailidis, Yannis Manolopoulos	Link	Not Available
2018-12-29	Loss Aversion in Recommender Systems: Utilizing Negative User Preference to Improve Recommendation Quality	Bibek Paudel, Sandro Luck, Abraham Bernstein	Link	Not Available
2018-12-06	RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-based Recommendation	Pengjie Ren, Zhumin Chen, Jing Li, Zhaochun Ren, Jun Ma, Maarten de Rijke	Link	Not Available
2018-12-05	Enriching Article Recommendation with Phrase Awareness	Chia-Wei Chen, Sheng-Chuan Chou, Lun-Wei Ku	Link	Not Available
2018-11-28	A Review on Recommendation Systems: Context-aware to Social-based	S. M. Mahdi Seyednezhad, Kailey Nobuko Cozart, John Anthony Bowllan, Anthony O. Smith	Link	Not Available
2018-09-23	EXTRA: Explaining Team Recommendation in Networks	Qinghai Zhou, Liangyue Li, Nan Cao, Norbou Buchler, Hanghang Tong	Link	Not Available
2018-09-21	Adversarial Recommendation: Attack of the Learned Fake Users	Konstantina Christakopoulou, Arindam Banerjee	Link	Not Available
2018-09-07	Action-conditional Sequence Modeling for Recommendation	Elena Smirnova	Link	Not Available
2018-09-09	Fairness-Aware Recommendation of Information Curators	Ziwei Zhu, Jianling Wang, Yin Zhang, James Caverlee	Link	Not Available
2018-08-20	The Deconfounded Recommender: A Causal Inference Approach to Recommendation	Yixin Wang, Dawen Liang, Laurent Charlin, David M. Blei	Link	Not Available
2018-07-31	Graph-Based Recommendation System	Kaige Yang, Laura Toni	Link	Not Available
2018-07-21	A Line in the Sand: Recommendation or Ad-hoc Retrieval?	Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu	Link	Not Available
2018-07-17	Explanations for Temporal Recommendations	Homanga Bharadhwaj, Shruti Joshi	Link	Not Available
2018-07-17	Layer-wise Relevance Propagation for Explainable Recommendations	Homanga Bharadhwaj	Link	Not Available
2018-07-15	Joint Modeling and Optimization of Search and Recommendation	Hamed Zamani, W. Bruce Croft	Link	Not Available
2018-07-03	Providing Explanations for Recommendations in Reciprocal Environments	Akiva Kleinerman, Ariel Rosenfeld, Sarit Kraus	Link	Not Available
2018-06-06	Learning Hierarchical Item Categories from Implicit Feedback Data for Efficient Recommendations and Browsing	Farhan Khawar, Nevin L. Zhang	Link	Not Available
2018-04-30	Explainable Recommendation: A Survey and New Perspectives	Yongfeng Zhang, Xu Chen	Link	Not Available
2018-04-11	Word2Vec applied to Recommendation: Hyperparameters Matter	Hugo Caselles-Dupré, Florian Lesaint, Jimena Royo-Letelier	Link	Not Available
2018-03-17	Learning over Knowledge-Base Embeddings for Recommendation	Yongfeng Zhang, Qingyao Ai, Xu Chen, Pengfei Wang	Link	Not Available
2018-02-07	CryptoRec: Privacy-preserving Recommendation as a Service	Jun Wang, Afonso Arriaga, Qiang Tang, Peter Y. A. Ryan	Link	Not Available
2018-01-31	Visually Explainable Recommendation	Xu Chen, Yongfeng Zhang, Hongteng Xu, Yixin Cao, Zheng Qin, Hongyuan Zha	Link	Not Available
2017-12-25	SAGA: A Submodular Greedy Algorithm For Group Recommendation	Shameem A Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla	Link	Not Available
2017-11-28	Intent-Aware Contextual Recommendation System	Biswarup Bhattacharya, Iftikhar Burhanuddin, Abhilasha Sancheti, Kushal Satya	Link	Not Available
2017-08-21	Explainable Recommendation: Theory and Applications	Yongfeng Zhang	Link	Not Available
2017-08-17	Revisiting revisits in trajectory recommendation	Aditya Krishna Menon, Dawei Chen, Lexing Xie, Cheng Soon Ong	Link	Not Available
2017-07-28	Patterns of Multistakeholder Recommendation	Robin Burke, Himan Abdollahpouri	Link	Not Available
2017-07-27	Multi-Stakeholder Recommendation: Applications and Challenges	Yong Zheng	Link	Not Available
2017-07-01	Multisided Fairness for Recommendation	Robin Burke	Link	Not Available
2017-06-27	Structured Recommendation	Dawei Chen, Lexing Xie, Aditya Krishna Menon, Cheng Soon Ong	Link	Not Available
2017-06-23	Causal Embeddings for Recommendation	Stephen Bonner, Flavian Vasile	Link	Not Available
2017-06-12	RARD: The Related-Article Recommendation Dataset	Joeran Beel, Zeljko Carevic, Johann Schaible, Gabor Neusch	Link	Not Available
2017-04-28	The topological face of recommendation: models and application to bias detection	Erwan Le Merrer, Gilles Trédan	Link	Not Available
2017-03-01	Human Interaction with Recommendation Systems	Sven Schmit, Carlos Riquelme	Link	Not Available
2017-01-18	Recommendation under Capacity Constraints	Konstantina Christakopoulou, Jaya Kawale, Arindam Banerjee	Link	Not Available
2017-01-01	Interactive Movie Recommendation Through Latent Semantic Analysis and Storytelling	Kodzo Wegba, Aidong Lu, Yuemeng Li, Wencheng Wang	Link	Not Available
2016-10-28	Integrating Topic Models and Latent Factors for Recommendation	Danis J. Wilson, Wei Zhang	Link	Not Available
2016-09-13	Deep Coevolutionary Network: Embedding User and Item Features for Recommendation	Hanjun Dai, Yichen Wang, Rakshit Trivedi, Le Song	Link	Not Available
2016-09-08	A Flexible Recommendation System for Cable TV	Diogo Goncalves, Miguel Costa, Francisco M. Couto	Link	Not Available
2016-07-04	Application of Statistical Relational Learning to Hybrid Recommendation Systems	Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan	Link	Not Available
2016-07-03	A Survey of Point-of-interest Recommendation in Location-based Social Networks	Shenglin Zhao, Irwin King, Michael R. Lyu	Link	Not Available
2016-06-20	Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access	Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang	Link	Not Available
2016-03-29	Quantum Recommendation Systems	Iordanis Kerenidis, Anupam Prakash	Link	Not Available
2016-03-15	Learning Optimal Social Dependency for Recommendation	Yong Liu, Peilin Zhao, Xin Liu, Min Wu, Xiao-Li Li	Link	Not Available
2016-02-25	Top-N Recommendation with Novel Rank Approximation	Zhao Kang, Qiang Cheng	Link	Not Available
2016-01-07	From Word Embeddings to Item Recommendation	Makbule Gulcin Ozsoy	Link	Not Available
2015-12-21	Utility-based Link Recommendation for Online Social Networks	Zhepeng Li, Xiao Fang, Xue Bai, Olivia Sheng	Link	Not Available
2015-11-19	Network-based recommendation algorithms: A review	Fei Yu, An Zeng, Sebastien Gillard, Matus Medo	Link	Not Available
2015-11-19	EigenRec: Generalizing PureSVD for Effective and Efficient Top-N Recommendations	Athanasios N. Nikolakopoulos, Vassilis Kalantzis, Efstratios Gallopoulos, John D. Garofalakis	Link	Not Available
2015-05-25	ORFEL: efficient detection of defamation or illegitimate promotion in online recommendation	Gabriel Gimenes, Robson Cordeiro, Jose F. Rodrigues-Jr	Link	Not Available
2015-04-14	Detecting Sponsored Recommendations	Subhashini Krishnasamy, Rajat Sen, Sewoong Oh, Sanjay Shakkottai	Link	Not Available
2015-01-31	Twitter Hash Tag Recommendation	Roman Dovgopol, Matt Nohelty	Link	Not Available
2014-12-10	Hybrid recommendation methods in complex networks	A. Fiasconaro, M. Tumminello, V. Nicosia, V. Latora, R. N. Mantegna	Link	Not Available
2014-07-16	Collaborative Filtering Ensemble for Personalized Name Recommendation	Bernat Coma-Puig, Ernesto Diaz-Aviles, Wolfgang Nejdl	Link	Not Available
2014-06-02	Buyer to Seller Recommendation under Constraints	Cheng Chen, Lan Zheng, Venkatesh Srinivasan, Alex Thomo, Kui Wu, Anthony Sukow	Link	Not Available
2013-12-05	Food Recommendation using Ontology and Heuristics	M. A. El-Dosuky, M. Z. Rashad, T. T. Hamza, A. H. EL-Bassiouny	Link	Not Available
2013-11-06	Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach	Xinxi Wang, Yi Wang, David Hsu, Ye Wang	Link	Not Available
2013-09-27	A Random Walk Model for Item Recommendation in Folksonomies	Zhu Zhang, Daniel Zeng, Ahmed Abbasi, Jing Peng	Link	Not Available
2013-09-29	Context-aware recommendations from implicit data via scalable tensor factorization	Balázs Hidasi, Domonkos Tikk	Link	Not Available
2013-09-29	Improving tag recommendation by folding in more consistency	Modou Gueye, Talel Abdessalem, Hubert Naacke	Link	Not Available
2013-08-06	Benchmarking Soundtrack Recommendation Systems with SRBench	Aleksandar Stupar, Sebastian Michel	Link	Not Available
2013-05-02	Privacy Preserving Recommendation System Based on Groups	Shang Shang, Yuk Hui, Pan Hui, Paul Cuff, Sanjeev Kulkarni	Link	Not Available
2013-04-17	Friends, Strangers, and the Value of Ego Networks for Recommendation	Amit Sharma, Mevlana Gemici, Dan Cosley	Link	Not Available
2013-03-04	Personalized News Recommendation with Context Trees	Florent Garcin, Christos Dimitrakakis, Boi Faltings	Link	Not Available
2013-02-06	Tag-based Semantic Website Recommendation for Turkish Language	Onur Yılmaz	Link	Not Available
2013-01-09	Crowd Avoidance and Diversity in Socio-Economic Systems and Recommendation	Stanislao Gualdi, Matus Medo, Yi-Cheng Zhang	Link	Not Available
2012-05-30	Challenging the Long Tail Recommendation	Hongzhi Yin, Bin Cui, Jing Li, Junjie Yao, Chen Chen	Link	Not Available
2012-03-23	Improving an Hybrid Literary Book Recommendation System through Author Ranking	Paula Cristina Vaz, David Martins de Matos, Bruno Martins, Pavel Calado	Link	Not Available
2011-09-20	Offering A Product Recommendation System in E-commerce	Ruma Dutta, Debajyoti Mukhopadhyay	Link	Not Available
2011-05-21	Personalized Social Recommendations - Accurate or Private?	Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma	Link	Not Available
2010-12-02	Estimating Probabilities in Recommendation Systems	Mingxuan Sun, Guy Lebanon, Paul Kidwell	Link	Not Available
2010-11-10	A Distributed Method for Trust-Aware Recommendation in Social Networks	Mohsen Jamali	Link	Not Available
2010-03-24	Context-Oriented Web Video Tag Recommendation	Zhineng Chen, Juan Cao, Yicheng Song, Junbo Guo, Yongdong Zhang, Jintao Li	Link	Not Available
2009-11-09	On the Pricing of Recommendations and Recommending Strategically	Paul Dütting, Monika Henzinger, Ingmar Weber	Link	Not Available
2009-10-19	Adaptive model for recommendation of news	Matus Medo, Yi-Cheng Zhang, Tao Zhou	Link	Not Available
2009-09-12	Performing Hybrid Recommendation in Intermodal Transportation-the FTMarket System's Recommendation Module	Alexis Lazanas	Link	Not Available
2009-08-07	A multidimensional approach for context-aware recommendation in mobile commerce	Maryam Hosseini-Pozveh, Mohamadali Nematbakhsh, Naser Movahhedinia	Link	Not Available
2009-07-07	Effect of user tastes on personalized recommendation	Jian-Guo Liu, Tao Zhou, Qiang Guo, Bing-Hong Wang, Yi-Cheng Zhang	Link	Not Available
2007-10-11	Recommendation model based on opinion diffusion	Yi-Cheng Zhang, Matus Medo, Jie Ren, Tao Zhou, Tao Li, Fan Yang	Link	Not Available

(back to top)