Measuring Item Global Residual Value for Fair Recommendation. - Jiayin Wang; Weizhi Ma; Chumeng Jiang; Min Zhang 006; Yuan Zhang 024; Biao Li; Peng Jiang 002 (SIGIR, 2023)

A Situation-aware Enhancer for Personalized Recommendation. - Jiayu Li 001; Peijie Sun; Chumeng Jiang; Weizhi Ma; Qingyao Ai; Min Zhang 006 (DASFAA (3), 2024)

Beyond Utility: Evaluating LLM as Recommender. - Chumeng Jiang; Jiayin Wang; Weizhi Ma; Charles L. A. Clarke; Shuai Wang 020; Chuhan Wu; Min Zhang 006 (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)