LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. - Yuhao Wang 006; Yichao Wang 002; Zichuan Fu; Xiangyang Li; Wanyu Wang; Yuyang Ye 002; Xiangyu Zhao 001; Huifeng Guo; Ruiming Tang (CIKM, 2024)

LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. - Yuhao Wang 006; Yichao Wang 002; Zichuan Fu; Xiangyang Li; Xiangyu Zhao 001; Huifeng Guo; Ruiming Tang (CoRR, 2024)

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs. - Yimin Deng; Yuxia Wu; Yejing Wang; Guoshuai Zhao; Li Zhu 003; Qidong Liu 002; Derong Xu; Zichuan Fu; Xian Wu 001; Yefeng Zheng 001; Xiangyu Zhao 001; Xueming Qian (ACL (Findings), 2025)

Training-free LLM Merging for Multi-task Learning. - Zichuan Fu; Xian Wu 001; Yejing Wang; Wanyu Wang; Shanshan Ye; Hongzhi Yin; Yi Chang 001; Yefeng Zheng 001; Xiangyu Zhao 001 (ACL (1), 2025)

AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning. - Tianshi Ming; Xian Wu 001; Yingying Zhang; Zichuan Fu; Dawei Cheng (ACL (Findings), 2025)

Sliding Window Attention Training for Efficient Large Language Models. - Zichuan Fu; Wentao Song; Yejing Wang; Xian Wu 001; Yefeng Zheng 001; Yingying Zhang; Derong Xu; Xuetao Wei; Tong Xu 001; Xiangyu Zhao 001 (CoRR, 2025)

Model Merging for Knowledge Editing. - Zichuan Fu; Xian Wu 001; Guojing Li; Yingying Zhang; Yefeng Zheng 001; Tianshi Ming; Yejing Wang; Wanyu Wang; Xiangyu Zhao 001 (CoRR, 2025)

A Unified Framework for Multi-Domain CTR Prediction via Large Language Models. - Zichuan Fu; Xiangyang Li; Chuhan Wu; Yichao Wang 002; Kuicai Dong; Xiangyu Zhao 001; Mengchen Zhao; Huifeng Guo; Ruiming Tang (ACM Trans. Inf. Syst., 2025)