Menghui Zhu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
7
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SIGIR | 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 |
| 2025 | KDD | An Automatic Graph Construction Framework based on Large Language Models for Recommendation. | Rong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang |
| 2025 | KDD | LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models. | Ruiming Tang, Chenxu Zhu, Bo Chen, Weipeng Zhang, Menghui Zhu, Xinyi Dai, Huifeng Guo |
| 2025 | SIGIR | Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding. | Yunjia Xi, Hangyu Wang, Bo Chen, Jianghao Lin, Menghui Zhu, Weiwen Liu, Ruiming Tang, Zhewei Wei, Weinan Zhang, Yong Yu |
| 2024 | CIKM | 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 |
| 2024 | CIKM | Retrieval-Oriented Knowledge for Click-Through Rate Prediction. | Huanshuo Liu, Bo Chen, Menghui Zhu, Jianghao Lin, Jiarui Qin, Hao Zhang, Yang Yang, Ruiming Tang |
| 2024 | RecSys | AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising. | Yang Yang, Bo Chen, Chenxu Zhu, Menghui Zhu, Xinyi Dai, Huifeng Guo, Muyu Zhang, Zhenhua Dong, Ruiming Tang |
| 2024 | WWW | HiFI: Hierarchical Fairness-aware Integrated Ranking with Constrained Reinforcement Learning. | Yifan Liu, Wei Xia, Weiwen Liu, Menghui Zhu, Weinan Zhang, Ruiming Tang, Yong Yu |
| 2023 | AAAI | Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation. | Xianyu Chen, Jian Shen, Wei Xia, Jiarui Jin, Yakun Song, Weinan Zhang, Weiwen Liu, Menghui Zhu, Ruiming Tang, Kai Dong, Dingyin Xia, Yong Yu |
| 2023 | WWW | Integrated Ranking for News Feed with Reinforcement Learning. | Menghui Zhu, Wei Xia, Weiwen Liu, Yifan Liu, Ruiming Tang, Weinan Zhang |
| 2022 | IJCAI | Goal-Conditioned Reinforcement Learning: Problems and Solutions. | Minghuan Liu, Menghui Zhu, Weinan Zhang |
| 2021 | IJCAI | MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks. | Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang |