R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems. - Hao Gu; Rui Zhong; Yu Xia 038; Wei Yang 041; Chi Lu; Peng Jiang 002; Kun Gai (RecSys, 2025)

Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model. - Yu Xia 038; Rui Zhong; Hao Gu; Wei Yang 041; Chi Lu; Peng Jiang 002; Kun Gai (SIGIR, 2025)

R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems. - Hao Gu; Rui Zhong; Yu Xia 038; Wei Yang 041; Chi Lu; Peng Jiang 002; Kun Gai (CoRR, 2025)

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation. - Yu Xia 038; Rui Zhong; Zeyu Song; Wei Yang 041; Junchen Wan; Qingpeng Cai 001; Chi Lu; Peng Jiang 002 (CoRR, 2025)