add 4 ICLR publications

Author: wuchuanjie

content/publication/173/index.md

@@ -0,0 +1,23 @@
+---
+title: "A State-Transition Framework for Efficient LLM Reasoning"
+authors:
+- Liang Zhang
+- Yu Zhao
+- Longyue Wang
+- Tianqi Shi
+- Weihua Luo
+- Kaifu Zhang
+- Jinsong Su
+author_notes:
+- 
+- 
+- 
+- 
+- 
+- 
+- "通讯作者"
+date: "2026-01-26T13:29:39Z"
+publishDate: "2026-01-26T13:29:39Z"
+publication_types: [direction9]
+publication: "**In Proc. of ICLR 2026**"
+---

content/publication/174/index.md

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+---
+title: "UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings"
+authors:
+- Zhibin Lan
+- Liqiang Niu
+- Fandong Meng
+- Jie Zhou
+- Jinsong Su
+author_notes:
+- 
+- 
+- 
+- 
+- "通讯作者"
+date: "2026-01-26T13:32:02Z"
+publishDate: "2026-01-26T13:32:02Z"
+publication_types: [direction7]
+publication: "**In Proc. of ICLR 2026**"
+---

content/publication/175/index.md

@@ -0,0 +1,23 @@
+---
+title: "When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation"
+authors:
+- Zhishang Xiang
+- Chuanjie Wu
+- Qinggang Zhang
+- Shengyuan Chen
+- Zijin Hong
+- Xiao Huang
+- Jinsong Su
+author_notes:
+- "共同一作"
+- "共同一作"
+- "通讯作者"
+- 
+- 
+- 
+- "通讯作者"
+date: "2026-01-26T13:47:51Z"
+publishDate: "2026-01-26T13:47:51Z"
+publication_types: [direction6,directionb]
+publication: "**In Proc. of ICLR 2026**"
+---

content/publication/176/index.md

@@ -0,0 +1,19 @@
+---
+title: "Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts"
+authors:
+- Yujie Lin(PhD)
+- Kunquan Li
+- Yixuan Liao
+- Xiaoxin Chen
+- Jinsong Su
+author_notes:
+- 
+- 
+- 
+- 
+- "通讯作者"
+date: "2026-01-26T13:49:26Z"
+publishDate: "2026-01-26T13:49:26Z"
+publication_types: [directiona0]
+publication: "**In Proc. of ICLR 2026**"
+---

i18n/zh.yaml

@@ -285,6 +285,8 @@
   translation: 大模型推理
 - id: pub_directiona
   translation: 大模型智能体 
+- id: pub_directiona0
+  translation: 大模型安全 
 - id: pub_directionb
   translation: 大模型基准 
 - id: pub_directionc