Who to Watch Next: Two-side Interactive Networks for Live Broadcast Recommendation. - Jiarui Jin; Xianyu Chen; Yuanbo Chen; Weinan Zhang 001; Renting Rui; Zaifan Jiang; Zhewen Su; Yong Yu 001 (WWW, 2022)

Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path Recommendation. - Qingyao Li; Wei Xia 001; Li'ang Yin; Jian Shen 003; Renting Rui; Weinan Zhang 001; Xianyu Chen; Ruiming Tang; Yong Yu 001 (CIKM, 2023)

CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models. - Lingyue Fu; Huacan Chai; Shuang Luo; Kounianhua Du; Weiming Zhang; Longteng Fan; Jiayi Lei; Renting Rui; Jianghao Lin; Yuchen Fang; Yifan Liu 008; Jingkuan Wang; et al. (CoRR, 2023)

CodeGRAG: Extracting Composed Syntax Graphs for Retrieval Augmented Cross-Lingual Code Generation. - Kounianhua Du; Renting Rui; Huacan Chai; Lingyue Fu; Wei Xia 001; Yasheng Wang; Ruiming Tang; Yong Yu 001; Weinan Zhang 001 (CoRR, 2024)

Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems. - Renting Rui; Yunjia Xi; Weiwen Liu; Jianghao Lin; Bo Chen 023; Ruiming Tang; Weinan Zhang 001; Yong Yu 001 (SIGIR, 2025)

AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems. - Yingxuan Yang; Huacan Chai; Shuai Shao; Yuanyi Song; Siyuan Qi; Renting Rui; Weinan Zhang 001 (CoRR, 2025)

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey. - Jiachen Zhu 001; Menghui Zhu; Renting Rui; Rong Shan; Congmin Zheng; Bo Chen 023; Yunjia Xi; Jianghao Lin; Weiwen Liu; Ruiming Tang; Yong Yu 001; Weinan Zhang 001 (CoRR, 2025)