Rui Zhong

According to our database, Rui Zhong authored at least 11 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

TimeMM: Time-as-Operator Spectral Filtering for Dynamic Multimodal Recommendation.

Wei Yang, Rui Zhong, Zihan Lin, Xiaodan Wang, Cheng Chen, Huan Ren, Yao Hu

CoRR, April, 2026

FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning.

Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang

CoRR, January, 2026

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

Proceedings of the Database Systems for Advanced Applications, 2026

2025

Structured Spectral Reasoning for Frequency-Adaptive Multimodal Recommendation.

Wei Yang, Rui Zhong, Yiqun Chen, Chi Lu, Peng Jiang

CoRR, December, 2025

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, July, 2025

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, May, 2025

Hierarchical Sequence ID Representation of Large Language Models for Large-scale Recommendation Systems.

Rui Zhao, Rui Zhong, Haoran Zheng, Wei Yang, Chi Lu, Beihong Jin, Peng Jiang, Kun Gai

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

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

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

<i>R</i>⁴ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems.

Hao Gu, Rui Zhong, Yu Xia, Wei Yang, Chi Lu, Peng Jiang, Kun Gai

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

FITMM: Adaptive Frequency-Aware Multimodal Recommendation via Information-Theoretic Representation Learning.

Wei Yang, Rui Zhong, Yiqun Chen, Shixuan Li, Heng Ping, Chi Lu, Peng Jiang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025