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Derong Xu
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2020 – today
- 2025
- [c17]Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen:
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. AAAI 2025: 25570-25578 - [c16]Tong Bao, Che Liu, Derong Xu, Zhi Zheng, Tong Xu:
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval. COLING 2025: 1839-1849 - [i10]Zichuan Fu, Wentao Song, Yejing Wang, Xian Wu, Yefeng Zheng, Yingying Zhang, Derong Xu, Xuetao Wei, Tong Xu, Xiangyu Zhao:
Sliding Window Attention Training for Efficient Large Language Models. CoRR abs/2502.18845 (2025) - 2024
- [j2]Derong Xu
, Wei Chen
Large language models for generative information extraction: a survey. Frontiers Comput. Sci. 18(6): 186357 (2024) - [c15]Xinhang Li, Jingbo Zhou, Wei Chen
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models. ACL (1) 2024: 13250-13262 - [c14]Tong Bao, Tong Xu, Derong Xu
Modal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval. APWeb/WAIM (1) 2024: 264-279 - [c13]Derong Xu
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. CIKM 2024: 2660-2670 - [c12]Zhihong Zhu, Yunyan Zhang, Xuxin Cheng, Zhiqi Huang, Derong Xu, Xian Wu, Yefeng Zheng:
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics. LREC/COLING 2024: 711-721 - [c11]Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. LREC/COLING 2024: 11956-11968 - [c10]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. EMNLP (Findings) 2024: 7744-7757 - [c9]Zhihong Zhu, Xianwei Zhuang, Yunyan Zhang, Derong Xu, Guimin Hu, Xian Wu, Yefeng Zheng:
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing. IJCAI 2024: 6687-6695 - [c8]Qidong Liu
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications. SIGIR 2024: 1104-1114 - [c7]Wenjun Peng
Large Language Model based Long-tail Query Rewriting in Taobao Search. WWW (Companion Volume) 2024: 20-28 - [i9]Derong Xu
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. CoRR abs/2402.18099 (2024) - [i8]Derong Xu
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. CoRR abs/2403.01972 (2024) - [i7]Derong Xu
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. CoRR abs/2410.15702 (2024) - [i6]Pengyue Jia, Derong Xu
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. CoRR abs/2412.08519 (2024) - [i5]Derong Xu
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. CoRR abs/2412.18537 (2024) - 2023
- [c6]Chao Zhang
Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement. CIKM 2023: 3257-3267 - [c5]Derong Xu
Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism. ICDE 2023: 3928-3941 - [c4]Wenjun Peng, Weidong He, Derong Xu
Social Context-aware GCN for Video Character Search via Scene-prior Enhancement. ICME 2023: 2609-2614 - [c3]Wenjun Peng, Derong Xu
Are GPT Embeddings Useful for Ads and Recommendation? KSEM (4) 2023: 151-162 - [i4]Wenjun Peng, Weidong He, Derong Xu, Tong Xu, Chen Zhu, Enhong Chen:
Social Context-aware GCN for Video Character Search via Scene-prior Enhancement. CoRR abs/2305.12348 (2023) - [i3]Qidong Liu, Xian Wu
MOELoRA: An MOE-based Parameter Efficient Fine-Tuning Method for Multi-task Medical Applications. CoRR abs/2310.18339 (2023) - [i2]Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu
Large Language Model based Long-tail Query Rewriting in Taobao Search. CoRR abs/2311.03758 (2023) - [i1]Derong Xu
Large Language Models for Generative Information Extraction: A Survey. CoRR abs/2312.17617 (2023) - 2022
- [c2]Derong Xu
Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion. ACM Multimedia 2022: 3857-3866 - [c1]Penggang Qin, Jiarui Yu
Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling. ACM Multimedia 2022: 7185-7189 - 2021
- [j1]Hongying Liu
Graph Convolutional Networks by Architecture Search for PolSAR Image Classification. Remote. Sens. 13(7): 1404 (2021)
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