Graph Convolutional Networks by Architecture Search for PolSAR Image Classification. - Hongying Liu 001; Derong Xu; Tianwen Zhu; Fanhua Shang; Yuanyuan Liu 001; Jianhua Lu; Ri Yang (Remote. Sens., 2021)

Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling. - Penggang Qin; Jiarui Yu; Yan Gao 017; Derong Xu; Yunkai Chen; Shiwei Wu; Tong Xu 001; Enhong Chen; Yanbin Hao (ACM Multimedia, 2022)

Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion. - Derong Xu; Tong Xu 001; Shiwei Wu; Jingbo Zhou; Enhong Chen (ACM Multimedia, 2022)

Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement. - Chao Zhang; Fangzhao Wu; Jingwei Yi; Derong Xu; Yang Yu 038; Jindong Wang 001; Yidong Wang; Tong Xu 001; Xing Xie 001; Enhong Chen (CIKM, 2023)

Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism. - Derong Xu; Jingbo Zhou; Tong Xu 001; Yuan Xia; Ji Liu 003; Enhong Chen; Dejing Dou (ICDE, 2023)

Social Context-aware GCN for Video Character Search via Scene-prior Enhancement. - Wenjun Peng; Weidong He; Derong Xu; Tong Xu 001; Chen Zhu 003; Enhong Chen (ICME, 2023)

Are GPT Embeddings Useful for Ads and Recommendation? - Wenjun Peng; Derong Xu; Tong Xu 001; Jianjin Zhang; Enhong Chen (KSEM (4), 2023)

MOELoRA: An MOE-based Parameter Efficient Fine-Tuning Method for Multi-task Medical Applications. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yuanshao Zhu; Derong Xu; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2023)

Large Language Models for Generative Information Extraction: A Survey. - Derong Xu; Wei Chen 156; Wenjun Peng; Chao Zhang; Tong Xu 001; Xiangyu Zhao 001; Xian Wu 001; Yefeng Zheng 001; Enhong Chen (CoRR, 2023)

Visualization Recommendation with Prompt-based Reprogramming of Large Language Models. - Xinhang Li 002; Jingbo Zhou; Wei Chen 156; Derong Xu; Tong Xu 001; Enhong Chen (ACL (1), 2024)

Modal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval. - Tong Bao; Tong Xu 001; Derong Xu; Zhi Zheng 008 (APWeb/WAIM (1), 2024)

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Wanyu Wang; Yuyang Ye 002; Xiangyu Zhao 001; Enhong Chen; Yefeng Zheng 001 (CIKM, 2024)

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. - Derong Xu; Ziheng Zhang; Zhenxi Lin; Xian Wu 001; Zhihong Zhu; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (LREC/COLING, 2024)

Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics. - Zhihong Zhu; Yunyan Zhang; Xuxin Cheng; Zhiqi Huang 001; Derong Xu; Xian Wu 001; Yefeng Zheng 001 (LREC/COLING, 2024)

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (EMNLP (Findings), 2024)

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing. - Zhihong Zhu; Xianwei Zhuang; Yunyan Zhang; Derong Xu; Guimin Hu; Xian Wu 001; Yefeng Zheng 001 (IJCAI, 2024)

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yuanshao Zhu; Derong Xu; Feng Tian 002; Yefeng Zheng 001 (SIGIR, 2024)

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 001; Enhong Chen (WWW (Companion Volume), 2024)

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (CoRR, 2024)

Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. - Pengyue Jia; Derong Xu; Xiaopeng Li; Zhaocheng Du; Xiangyang Li; Xiangyu Zhao 001; Yichao Wang 002; Yuhao Wang 006; Huifeng Guo; Ruiming Tang (CoRR, 2024)

Large language models for generative information extraction: a survey. - Derong Xu; Wei Chen 156; Wenjun Peng; Chao Zhang; Tong Xu 001; Xiangyu Zhao 001; Xian Wu 001; Yefeng Zheng 001; Yang Wang 001; Enhong Chen (Frontiers Comput. Sci., 2024)

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. - Derong Xu; Xinhang Li 002; Ziheng Zhang; Zhenxi Lin; Zhihong Zhu; Zhi Zheng 008; Xian Wu 001; Xiangyu Zhao 001; Tong Xu 001; Enhong Chen (AAAI, 2025)

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)

Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. - Pengyue Jia; Derong Xu; Xiaopeng Li; Zhaocheng Du; Xiangyang Li; Yichao Wang 001; Yuhao Wang 006; Qidong Liu 002; Maolin Wang 001; Huifeng Guo; Ruiming Tang; Xiangyu Zhao 001 (ACL (Findings), 2025)

MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval. - Tong Bao; Che Liu; Derong Xu; Zhi Zheng 008; Tong Xu 001 (COLING, 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)

A Survey of Personalization: From RAG to Agent. - Xiaopeng Li; Pengyue Jia; Derong Xu; Yi Wen 001; Yingyi Zhang; Wenlin Zhang; Wanyu Wang; Yichao Wang 002; Zhaocheng Du; Xiangyang Li; Yong Liu 020; Huifeng Guo; et al. (CoRR, 2025)

LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration. - Yingyi Zhang; Pengyue Jia; Xianneng Li; Derong Xu; Maolin Wang 001; Yichao Wang 002; Zhaocheng Du; Huifeng Guo; Yong Liu 020; Ruiming Tang; Xiangyu Zhao 001 (CoRR, 2025)

Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning. - Wenlin Zhang; Xiangyang Li; Kuicai Dong; Yichao Wang 002; Pengyue Jia; Xiaopeng Li; Yingyi Zhang; Derong Xu; Zhaocheng Du; Huifeng Guo; Ruiming Tang; Xiangyu Zhao 001 (CoRR, 2025)

Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation. - Derong Xu; Pengyue Jia; Xiaopeng Li; Yingyi Zhang; Maolin Wang 001; Qidong Liu 002; Xiangyu Zhao 001; Yichao Wang 002; Huifeng Guo; Ruiming Tang; Enhong Chen; Tong Xu 001 (CoRR, 2025)

Towards Multi-Granularity Memory Association and Selection for Long-Term Conversational Agents. - Derong Xu; Yi Wen 001; Pengyue Jia; Yingyi Zhang; Wen-Lin Zhang; Yichao Wang 002; Huifeng Guo; Ruiming Tang; Xiangyu Zhao 001; Enhong Chen; Tong Xu 001 (CoRR, 2025)

Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation. - Yi Wen 001; Yue Liu 008; Derong Xu; Huishi Luo; Pengyue Jia; Yiqing Wu; Siwei Wang 001; Ke Liang 006; Maolin Wang 001; Yiqi Wang 001; Fuzhen Zhuang; Xiangyu Zhao 001 (CoRR, 2025)