Interactive Path Reasoning on Graph for Conversational Recommendation. - Wenqiang Lei; Gangyi Zhang; Xiangnan He 001; Yisong Miao; Xiang Wang 010; Liang Chen 001; Tat-Seng Chua (KDD, 2020)

Design and Development of Intelligent Schedule Management System for Students. - Yunan Lin; Gangyi Zhang; Wenqiang Zhu; Haihang Du; Gang Cen; Yuefeng Cen (ICCSE (3), 2023)

User-Centric Conversational Recommendation: Adapting the Need of User with Large Language Models. - Gangyi Zhang (RecSys, 2023)

Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Lingfei Wu 001; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Xiangnan He 001 (CoRR, 2023)

State Graph Reasoning for Multimodal Conversational Recommendation. - Yuxia Wu; Lizi Liao; Gangyi Zhang; Wenqiang Lei; Guoshuai Zhao; Xueming Qian; Tat-Seng Chua (IEEE Trans. Multim., 2023)

Toward Noise-Resistant Graph Embedding With Subspace Clustering Information. - Zhongjing Yu; Gangyi Zhang; Jingyu Chen; Haoran Chen; Duo Zhang 006; Qinli Yang; Junming Shao (IEEE Trans. Cybern., 2023)

Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning. - Gangyi Zhang; Chongming Gao; Hang Pan 006; Runzhe Teng; Ruizhe Li (CIKM, 2024)

Vague Preference Policy Learning for Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Lingfei Wu 001 (ACM Trans. Inf. Syst., 2025)