Trustworthy Recommender Systems: Foundations and Frontiers. - Wenqi Fan; Xiangyu Zhao 001; Lin Wang 040; Xiao Chen 016; Jingtong Gao; Qidong Liu 002; Shijie Wang 002 (KDD, 2023)

A Novel Multi-Agent Deep RL Approach for Traffic Signal Control. - Shijie Wang 002; Shangbo Wang (PerCom Workshops, 2023)

Untargeted Black-box Attacks for Social Recommendations. - Wenqi Fan; Shijie Wang 002; Xiaoyong Wei; Xiaowei Mei; Qing Li 001 (CoRR, 2023)

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models. - Wenqi Fan; Yujuan Ding; Liangbo Ning 001; Shijie Wang 002; Hengyun Li; Dawei Yin; Tat-Seng Chua; Qing Li 001 (KDD, 2024)

CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent. - Liang-Bo Ning 001; Shijie Wang 002; Wenqi Fan; Qing Li 001; Xin Xu 002; Hao Chen 062; Feiran Huang (KDD, 2024)

Graph Unlearning with Efficient Partial Retraining. - Jiahao Zhang; Lin Wang 040; Shijie Wang 002; Wenqi Fan (CoRR, 2024)

Graph Machine Learning in the Era of Large Language Models (LLMs). - Wenqi Fan; Shijie Wang 002; Jiani Huang 001; Zhikai Chen; Yu Song; Wenzhuo Tang; Haitao Mao; Hui Liu 031; Xiaorui Liu; Dawei Yin; Qing Li 001 (CoRR, 2024)

A Survey on RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models. - Yujuan Ding; Wenqi Fan; Liangbo Ning 001; Shijie Wang 002; Hengyun Li; Dawei Yin; Tat-Seng Chua; Qing Li 001 (CoRR, 2024)

Score-based Generative Diffusion Models for Social Recommendations. - Chengyi Liu; Jiahao Zhang; Shijie Wang 002; Wenqi Fan; Qing Li 001 (CoRR, 2024)

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation. - Shijie Wang 002; Wenqi Fan; Yue Feng 002; Shanru Lin; Xinyu Ma; Shuaiqiang Wang; Dawei Yin (ACL (1), 2025)

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation. - Shijie Wang 002; Wenqi Fan; Yue Feng 002; Xinyu Ma; Shuaiqiang Wang; Dawei Yin (CoRR, 2025)

Computational Protein Science in the Era of Large Language Models (LLMs). - Wenqi Fan; Yi Zhou; Shijie Wang 002; Yuyao Yan; Hui Liu 031; Qian Zhao; Le Song; Qing Li 001 (CoRR, 2025)

Multi-Agent Attacks for Black-Box Social Recommendations. - Shijie Wang 002; Wenqi Fan; Xiao-Yong Wei; Xiaowei Mei; Shanru Lin; Qing Li 001 (ACM Trans. Inf. Syst., 2025)

Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs. - Jiani Huang 001; Shijie Wang 002; Liang-Bo Ning 001; Wenqi Fan; Shuaiqiang Wang; Dawei Yin; Qing Li 001 (CoRR, 2025)