Derong Xu

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3971-9907 ↗Homepage ↗

Venues

ACL ×6 SIGIR ×3 WWW ×3 AAAI ×2 SIGKDD ×2 CIKM ×1 EMNLP ×1 IJCAI ×1 NeurIPS ×1

Frequent coauthors

Xiangyu Zhao

×17

Pengyue Jia

×10

Xian Wu

×8

Yefeng Zheng

×7

Tong Xu

×7

Yingyi Zhang

×6

Yichao Wang

×6

Enhong Chen

×6

Maolin Wang

×6

Zhenxi Lin

×5

Xiaopeng Li

×5

Yi Wen

×5

Papers

AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
ACL 2026 ·
Yimin Deng
,
Yejing Wang
,
Zhenxi Lin
,
Zichuan Fu
,
Guoshuai Zhao
, Derong Xu,
Yefeng Zheng
,
Xiangyu Zhao
,
Xian Wu
,
Li Zhu
,
Xueming Qian
Bridging Personalization and AI: From RAG to Agent
SIGIR 2026 ·
Pengyue Jia
,
Xiaopeng Li
, Derong Xu,
Yi Wen
,
Yingyi Zhang
,
Wenlin Zhang
,
Wanyu Wang
,
Yichao Wang
,
Yong Liu
,
Xiangyu Zhao
Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
ACL 2026 · Derong Xu,
Shuochen Liu
,
Pengfei Luo
,
Pengyue Jia
,
Yingyi Zhang
,
Yi Wen
,
Yimin Deng
,
Wenlin Zhang
,
Enhong Chen
,
Xiangyu Zhao
,
Tong Xu
MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
ACL 2026 ·
Yimin Deng
,
Zhenxi Lin
,
Yejing Wang
,
Guoshuai Zhao
,
Pengyue Jia
,
Zichuan Fu
, Derong Xu,
Yefeng Zheng
,
Xiangyu Zhao
,
Li Zhu
,
Xian Wu
,
Xueming Qian
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
AAAI 2026 ·
Yingyi Zhang
,
Pengyue Jia
, Derong Xu,
Yi Wen
,
Xianneng Li
,
Yichao Wang
,
Wenlin Zhang
,
Xiaopeng Li
,
Weinan Gan
,
Huifeng Guo
,
Yong Liu
,
Xiangyu Zhao
ProEchoMem: Enhancing Long Video Understanding via Multi-Trace Probe-Echo Memory
SIGIR 2026 · Derong Xu,
Yanxin Chen
,
Wanyu Wang
,
Pengyue Jia
,
Chao Zhang
,
Maolin Wang
,
Yiqi Wang
,
Jipeng Qiang
,
Xuetao Wei
,
Hongzhi Yin
,
Tong Xu
,
Xiangyu Zhao
SAGE: Global Semantic Alignment with LLMs for Long-Tail Sequential Recommendation
WWW 2026 ·
Maolin Wang
,
Tongshu Bian
,
Ziyan Wang
,
Xiaotong Jiang
,
Binhao Wang
, Derong Xu,
Wanyu Wang
,
Ruocheng Guo
,
Xiangyu Zhao
To Search or Not to Search: Aligning the Decision Boundary of Deep Search Agents via Causal Intervention
WWW 2026 ·
Wenlin Zhang
,
Kuicai Dong
,
Junyi Li
,
Yingyi Zhang
,
Xiaopeng Li
,
Pengyue Jia
,
Yi Wen
, Derong Xu,
Maolin Wang
,
Yichao Wang
,
Yong Liu
,
Xiangyu Zhao
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
ACL 2025 ·
Yimin Deng
,
Yuxia Wu
,
Yejing Wang
,
Guoshuai Zhao
,
Li Zhu
,
Qidong Liu
, Derong Xu,
Zichuan Fu
,
Xian Wu
,
Yefeng Zheng
,
Xiangyu Zhao
,
Xueming Qian
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
ACL 2025 ·
Pengyue Jia
, Derong Xu,
Xiaopeng Li
,
Zhaocheng Du
,
Xiangyang Li
,
Yichao Wang
,
Yuhao Wang
,
Qidong Liu
,
Maolin Wang
,
Huifeng Guo
,
Ruiming Tang
,
Xiangyu Zhao
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
AAAI 2025 · Derong Xu,
Xinhang Li
,
Ziheng Zhang
,
Zhenxi Lin
,
Zhihong Zhu
,
Zhi Zheng
,
Xian Wu
,
Xiangyu Zhao
,
Tong Xu
,
Enhong Chen
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration
SIGKDD 2025 ·
Yingyi Zhang
,
Pengyue Jia
,
Xianneng Li
, Derong Xu,
Maolin Wang
,
Yichao Wang
,
Zhaocheng Du
,
Huifeng Guo
,
Yong Liu
,
Ruiming Tang
,
Xiangyu Zhao
Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation
SIGKDD 2025 ·
Yi Wen
,
Yue Liu
, Derong Xu,
Huishi Luo
,
Pengyue Jia
,
Yiqing Wu
,
Siwei Wang
,
Ke Liang
,
Maolin Wang
,
Yiqi Wang
,
Fuzhen Zhuang
,
Xiangyu Zhao
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
NeurIPS 2025 ·
Wenlin Zhang
,
Xiangyang Li
,
Kuicai Dong
,
Yichao Wang
,
Pengyue Jia
,
Xiaopeng Li
,
Yingyi Zhang
, Derong Xu,
Zhaocheng Du
,
Huifeng Guo
,
Ruiming Tang
,
Xiangyu Zhao
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
CIKM 2024 · Derong Xu,
Ziheng Zhang
,
Zhihong Zhu
,
Zhenxi Lin
,
Qidong Liu
,
Xian Wu
,
Tong Xu
,
Wanyu Wang
,
Yuyang Ye
,
Xiangyu Zhao
,
Enhong Chen
,
Yefeng Zheng
Large Language Model based Long-tail Query Rewriting in Taobao Search
WWW 2024 ·
Wenjun Peng
,
Guiyang Li
,
Yue Jiang
,
Zilong Wang
,
Dan Ou
,
Xiaoyi Zeng
, Derong Xu,
Tong Xu
,
Enhong Chen
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 2024 · Derong Xu,
Ziheng Zhang
,
Zhihong Zhu
,
Zhenxi Lin
,
Qidong Liu
,
Xian Wu
,
Tong Xu
,
Xiangyu Zhao
,
Yefeng Zheng
,
Enhong Chen
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
IJCAI 2024 ·
Zhihong Zhu
,
Xianwei Zhuang
,
Yunyan Zhang
, Derong Xu,
Guimin Hu
,
Xian Wu
,
Yefeng Zheng
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models
ACL 2024 ·
Xinhang Li
,
Jingbo Zhou
,
Wei Chen
, Derong Xu,
Tong Xu
,
Enhong Chen
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
SIGIR 2024 ·
Qidong Liu
,
Xian Wu
,
Xiangyu Zhao
,
Yuanshao Zhu
, Derong Xu,
Feng Tian
,
Yefeng Zheng