I am a 2nd-year Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, fortunate to be co-advised by Prof. Zhicheng Dou and Prof. Ji-Rong Wen. Previously, I received M.Eng (2024) and B.Eng (2021) degrees in Information and Communication Engineering from Beijing University of Posts and Telecommunications(BUPT), advised by Prof. Weiran Xu.
I’m currently a Top Seed research intern focusing on general agent research at Bytedance Seed. Previously, I held research intern roles with the the Alibaba Qwen Team, Kuaishou Klear Team, and the Meituan NLP Center.
My research interests focus on
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Agentic RL: Agentic Post-training(Tool-Star) , RL algorithm (ARPO, AEPO))
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Deep Search Agent: Deep Search & Research (Search-o1, WebThinker), Preference Alignment(DPA-RAG), Instruction Following(VIF-RAG), Reward Modeling (RAG-Critic)， Knowledge Alignment (SKP, ChatKBQA), Modular Tookit(FlashRAG), Emotion Recognition(InstructERC)
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Alignment for Large Language Models: Foundation modeling(Qwen2,Qwen2.5), Data Composition(DMT), Instruction Following(AUTOIF, IC-IFD)
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Large Language Models Reasoning: Mathmatics(RFT, MuggleMath), Coding(DolphCoder, XCoder), Multimodal(AR-MCTS, We-Math), Scientific(CS-Bench), Tool-Integrated(Tool-Star,DotaMath,ARPO)
My long-term goal is to explore an automated, scalable, and safe way that fosters exceptional intelligence to achieve AGI.
- Personal Page: https://dongguanting.github.io/
- Google Scholar: https://scholar.google.com/citations?user=amozZDkAAAAJ&hl=en
Feel free to email me for any form of academic cooperation!