Derong Xu

2026

doi dblp
A Survey of Personalization: From RAG to Agent.
Xiaopeng Li|Pengyue Jia|Derong Xu|Yi Wen|Yingyi Zhang|Wenlin Zhang|Wanyu Wang|Yichao Wang|Zhaocheng Du|Xiangyang Li|Yong Liu|Huifeng Guo|Ruiming Tang|Xiangyu Zhao
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 4
doi dblp
SAGE: Global Semantic Alignment with LLMs for Long-Tail Sequential Recommendation.
Maolin Wang|Tongshu Bian|Ziyan Wang|Xiaotong Jiang|Binhao Wang|Derong Xu|Wanyu Wang|Ruocheng Guo|Xiangyu Zhao
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
To Search or Not to Search: Aligning the Decision Boundary of Deep Search Agents via Causal Intervention.
Wenlin Zhang|Kuicai Dong|Junyi Li|Yingyi Zhang|Xiaopeng Li|Pengyue Jia|Yi Wen|Derong Xu|Maolin Wang|Yichao Wang|Yong Liu|Xiangyu Zhao
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2024

doi dblp
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.
Derong Xu|Ziheng Zhang|Zhihong Zhu|Zhenxi Lin|Qidong Liu|Xian Wu|Tong Xu|Wanyu Wang|Yuyang Ye|Xiangyu Zhao|Enhong Chen|Yefeng Zheng
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications.
Qidong Liu|Xian Wu|Xiangyu Zhao|Yuanshao Zhu|Derong Xu|Feng Tian|Yefeng Zheng
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Large Language Model based Long-tail Query Rewriting in Taobao Search.
Wenjun Peng|Guiyang Li|Yue Jiang|Zilong Wang|Dan Ou|Xiaoyi Zeng|Derong Xu|Tong Xu|Enhong Chen
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement.
Chao Zhang|Fangzhao Wu|Jingwei Yi|Derong Xu|Yang Yu|Jindong Wang|Yidong Wang|Tong Xu|Xing Xie|Enhong Chen
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023