Rui Zhong

Researcher, Kuaishou- 快手科技

Joined

July 2024

Names

Rui Zhong (Preferred)

Emails

****@kuaishou.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Kuaishou- 快手科技 (kuaishou.com)

2021 – Present

MS student

School of Computing Science, Beijing University of Posts and Telecommunications (bupt.edu.cn)

2018 – 2021

Advisors, Relations & Conflicts

Coworker

Chi Lu

2021 – 2025

Expertise

Recommendation

LLM

2021 – 2024

Publications

R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems.
Hao Gu, Rui Zhong 0003, Yu Xia 0038, Wei Yang 0041, Chi Lu, Peng Jiang 0002, Kun Gai
- RecSys 2025
- Readers: Everyone
Cross-Modal Factor Reasoning with LLMs: Toward Semantic-Structured Generalization for Recommendation
Wei Yang, Rui Zhong, Ze-Yu Song, Hengwei Ju, Yuecheng Li, Yiqun Chen, Ching Chang, Gengshuo Liu, Chi Lu, Peng Jiang
- Submitted to ICLR 2026
- Readers: Everyone
Navigate the Unknown: Enhancing LLM Reasoning with Intrinsic Motivation Guided Exploration
Jingtong Gao, Ling Pan, Yejing Wang, Rui Zhong, Chi Lu, Qingpeng Cai, Peng Jiang, Xiangyu Zhao
- Submitted to ICLR 2026
- Readers: Everyone
TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation
Yu Xia, Rui Zhong, Zeyu Song, Wei Yang, Junchen Wan, Qingpeng Cai, Chi Lu, Peng Jiang
- CoRR 2025
- Readers: Everyone
R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems
Hao Gu, Rui Zhong, Yu Xia, Wei Yang, Chi Lu, Peng Jiang, Kun Gai
- CoRR 2025
- Readers: Everyone
Structured Spectral Reasoning for Frequency-Adaptive Multimodal Recommendation
Wei Yang, Rui Zhong, Yiqun Chen, Chi Lu, Peng Jiang
- NeurIPS 2025 poster
- Readers: Everyone
Navigate the Unknown: Enhancing LLM Reasoning with Intrinsic Motivation Guided Exploration
Jingtong Gao, Ling Pan, Yejing Wang, Rui Zhong, Chi Lu, Qingpeng Cai, Peng Jiang, Xiangyu Zhao
- CoRR 2025
- Readers: Everyone
Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model
Yu Xia, Rui Zhong, Hao Gu, Wei Yang, Chi Lu, Peng Jiang, Kun Gai
- CoRR 2025
- Readers: Everyone
LLM-Powered User Simulator for Recommender System
Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang
- AAAI 2025
- Readers: Everyone

View all 12 publications

Co-Authors

View all 30 co-authors