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Derong Xu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

26

Venues

12

Active years

2023–2026

Best venue rank

A*

Where they publish

Papers

26 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIPersonalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval.Yingyi Zhang, Pengyue Jia, Derong Xu, Yi Wen, Xianneng Li, Yichao Wang, Wenlin Zhang, Xiaopeng Li, Weinan Gan, Huifeng Guo, Yong Liu, Xiangyu Zhao
2026ACLMultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning.Yimin Deng, Zhenxi Lin, Yejing Wang, Guoshuai Zhao, Pengyue Jia, Zichuan Fu, Derong Xu, Yefeng Zheng, Xiangyu Zhao, Li Zhu, Xian Wu, Xueming Qian
2026ACLAdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models.Yimin Deng, Yejing Wang, Zhenxi Lin, Zichuan Fu, Guoshuai Zhao, Derong Xu, Yefeng Zheng, Xiangyu Zhao, Xian Wu, Li Zhu, Xueming Qian
2026ACLLearning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory.Derong Xu, Shuochen Liu, Pengfei Luo, Pengyue Jia, Yingyi Zhang, Yi Wen, Yimin Deng, Wenlin Zhang, Enhong Chen, Xiangyu Zhao, Tong Xu
2026WWWSAGE: 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
2026WWWTo 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
2026SIGIRBridging Personalization and AI: From RAG to Agent.Pengyue Jia, Xiaopeng Li, Derong Xu, Yi Wen, Yingyi Zhang, Wenlin Zhang, Wanyu Wang, Yichao Wang, Yong Liu, Xiangyu Zhao
2026SIGIRProEchoMem: Enhancing Long Video Understanding via Multi-Trace Probe-Echo Memory.Derong Xu, Yanxin Chen, Wanyu Wang, Pengyue Jia, Chao Zhang, Maolin Wang, Yiqi Wang, Jipeng Qiang, Xuetao Wei, Hongzhi Yin, Tong Xu, Xiangyu Zhao
2025AAAIHarnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation.Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen
2025ACLA Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs.Yimin Deng, Yuxia Wu, Yejing Wang, Guoshuai Zhao, Li Zhu, Qidong Liu, Derong Xu, Zichuan Fu, Xian Wu, Yefeng Zheng, Xiangyu Zhao, Xueming Qian
2025ACLBridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation.Pengyue Jia, Derong Xu, Xiaopeng Li, Zhaocheng Du, Xiangyang Li, Yichao Wang, Yuhao Wang, Qidong Liu, Maolin Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao
2025COLINGMLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval.Tong Bao, Che Liu, Derong Xu, Zhi Zheng, Tong Xu
2025KDDMeasure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation.Yi Wen, Yue Liu, Derong Xu, Huishi Luo, Pengyue Jia, Yiqing Wu, Siwei Wang, Ke Liang, Maolin Wang, Yiqi Wang, Fuzhen Zhuang, Xiangyu Zhao
2025KDDLSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration.Yingyi Zhang, Pengyue Jia, Xianneng Li, Derong Xu, Maolin Wang, Yichao Wang, Zhaocheng Du, Huifeng Guo, Yong Liu, Ruiming Tang, Xiangyu Zhao
2024ACLVisualization Recommendation with Prompt-based Reprogramming of Large Language Models.Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen
2024APWEBModal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval.Tong Bao, Tong Xu, Derong Xu, Zhi Zheng
2024CIKMEditing 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
2024COLINGMulti-perspective Improvement of Knowledge Graph Completion with Large Language Models.Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024COLINGAlignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics.Zhihong Zhu, Yunyan Zhang, Xuxin Cheng, Zhiqi Huang, Derong Xu, Xian Wu, Yefeng Zheng
2024EMNLPMitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding.Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024IJCAITFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing.Zhihong Zhu, Xianwei Zhuang, Yunyan Zhang, Derong Xu, Guimin Hu, Xian Wu, Yefeng Zheng
2024WWWLarge 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
2024SIGIRWhen 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
2023CIKMNon-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
2023ICDEMultimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism.Derong Xu, Jingbo Zhou, Tong Xu, Yuan Xia, Ji Liu, Enhong Chen, Dejing Dou
2023KSEMAre GPT Embeddings Useful for Ads and Recommendation?Wenjun Peng, Derong Xu, Tong Xu, Jianjin Zhang, Enhong Chen