Towards Representation Alignment and Uniformity in Collaborative Filtering. - Chenyang Wang 003; Yuanqing Yu; Weizhi Ma; Min Zhang 006; Chong Chen 001; Yiqun Liu 001; Shaoping Ma (KDD, 2022)

Two-sided Calibration for Quality-aware Responsible Recommendation. - Chenyang Wang 003; Yankai Liu; Yuanqing Yu; Weizhi Ma; Min Zhang 006; Yiqun Liu 001; Haitao Zeng; Junlan Feng; Chao Deng 004 (RecSys, 2023)

MACRec: A Multi-Agent Collaboration Framework for Recommendation. - Zhefan Wang; Yuanqing Yu; Wendi Zheng; Weizhi Ma; Min Zhang 006 (SIGIR, 2024)

EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems. - Yuanqing Yu; Chongming Gao; Jiawei Chen 007; Heng Tang; Yuefeng Sun; Qian Chen; Weizhi Ma; Min Zhang 006 (SIGIR, 2024)

EasyRL4Rec: A User-Friendly Code Library for Reinforcement Learning Based Recommender Systems. - Yuanqing Yu; Chongming Gao; Jiawei Chen 007; Heng Tang; Yuefeng Sun; Qian Chen; Weizhi Ma; Min Zhang 006 (CoRR, 2024)

Multi-Agent Collaboration Framework for Recommender Systems. - Zhefan Wang; Yuanqing Yu; Wendi Zheng; Weizhi Ma; Min Zhang 006 (CoRR, 2024)

StepTool: A Step-grained Reinforcement Learning Framework for Tool Learning in LLMs. - Yuanqing Yu; Zhefan Wang; Weizhi Ma; Zhicheng Guo; Jingtao Zhan; Shuai Wang 020; Chuhan Wu; Zhiqiang Guo; Min Zhang 006 (CoRR, 2024)

SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations. - Chongming Gao; Ruijun Chen; Shuai Yuan; Kexin Huang; Yuanqing Yu; Xiangnan He 001 (CoRR, 2024)

ToolACE: Winning the Points of LLM Function Calling. - Weiwen Liu; Xu Huang 008; Xingshan Zeng; Xinlong Hao; Shuai Yu; Dexun Li; Shuai Wang 020; Weinan Gan; Zhengying Liu; Yuanqing Yu; Zezhong Wang 004; Yuxian Wang; et al. (ICLR, 2025)

SPRec: Self-Play to Debias LLM-based Recommendation. - Chongming Gao; Ruijun Chen; Shuai Yuan; Kexin Huang; Yuanqing Yu; Xiangnan He 001 (WWW, 2025)

Intelligent Agents with Adaptive Knowledge Fusion for Personalized Recommendation. - Yuanqing Yu; Zhefan Wang; Chumeng Jiang; Xinyi Li; Jiayin Wang; Min Zhang 006 (WWW (Companion Volume), 2025)

AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems. - Yu Shang; Peijie Liu; Yuwei Yan; Zijing Wu; Leheng Sheng; Yuanqing Yu; Chumeng Jiang; An Zhang 014; Fengli Xu; Yu Wang; Min Zhang; Yong Li (CoRR, 2025)