Menghui Zhu

2026

doi dblp
Modular Representation Compression: Adapting LLM Representations for Efficient and Effective Recommendation.
Yunjia Xi|Menghui Zhu|Jianghao Lin|Bo Chen|Ruiming Tang|Yong Yu|Weinan Zhang
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026

2025

doi dblp
Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding.
Jiahao Zhao|Menghui Zhu|Yunjia Xi|Hangyu Wang|Shaoxuan Xu|Weiwen Liu|Bo Chen|Fengqi Zhu|Ruiming Tang|Jianghao Lin|Jingyang Ou|Weinan Zhang|Jiahao Zhao|Menghui Zhu|Yong Yu|Shaoxuan Xu|Weiwen Liu|Sirius Chen|Zhewei Wei|Yuling Shi|Fengqi Zhu|Ruiming Tang|Sirius Chen|Zhewei Wei|Jingyang Ou|Weinan Zhang|Yong Yu|Yuling Shi
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

doi dblp
HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations.
Jingtong Gao|Bo Chen|Menghui Zhu|Xiangyu Zhao|Xiaopeng Li|Yuhao Wang|Yichao Wang|Huifeng Guo|Ruiming Tang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Retrieval-Oriented Knowledge for Click-Through Rate Prediction.
Huanshuo Liu|Bo Chen|Menghui Zhu|Jianghao Lin|Jiarui Qin|Hao Zhang|Yang Yang|Ruiming Tang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
HiFI: Hierarchical Fairness-aware Integrated Ranking with Constrained Reinforcement Learning.
Yifan Liu|Wei Xia|Weiwen Liu|Menghui Zhu|Weinan Zhang|Ruiming Tang|Yong Yu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Integrated Ranking for News Feed with Reinforcement Learning.
Menghui Zhu|Wei Xia|Weiwen Liu|Yifan Liu|Ruiming Tang|Weinan Zhang
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023