| 2026 | WWW | PI2I: A Personalized Item-Based Collaborative Filtering Retrieval Framework. | Shaoqing Wang, Yingcai Ma, Kairui Fu, Ziyang Wang, Dunxian Huang, Yuliang Yan, Jian Wu |
| 2026 | WWW | ThinkRec: Thinking-based recommendation via LLM. | Qihang Yu, Kairui Fu, Zheqi Lv, Shengyu Zhang, Xinhui Wu, Chen Lin, Feng Wei, Bo Zheng, Fei Wu |
| 2026 | WWW | RASTP: Representation-Aware Semantic Token Pruning for Generative Recommendation with Semantic Identifiers. | Tianyu Zhan, Kairui Fu, Zheqi Lv, Shengyu Zhang |
| 2025 | AAAI | MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities. | Kunxi Li, Tianyu Zhan, Kairui Fu, Shengyu Zhang, Kun Kuang, Jiwei Li, Zhou Zhao, Fan Wu, Fei Wu |
| 2025 | KDD | Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation. | Kairui Fu, Zheqi Lv, Shengyu Zhang, Fan Wu, Kun Kuang |
| 2024 | KDD | DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation. | Kairui Fu, Shengyu Zhang, Zheqi Lv, Jingyuan Chen, Jiwei Li |