Derong Xu

According to our database, Derong Xu authored at least 20 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Large language models for generative information extraction: a survey.

Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Yang Wang, Enhong Chen

Frontiers Comput. Sci., December, 2024

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, Xiangyu Zhao, Yefeng Zheng, Enhong Chen

CoRR, 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, Enhong Chen

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

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, 2024

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing.

Zhihong Zhu, Xianwei Zhuang, Yunyan Zhang, Derong Xu, Guimin Hu, Xian Wu, Yefeng Zheng

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Mitigating 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 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, Derong Xu, Xian Wu, Yefeng Zheng

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Multi-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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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, 2024

Modal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval.

Tong Bao, Tong Xu, Derong Xu, Zhi Zheng

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

Visualization Recommendation with Prompt-based Reprogramming of Large Language Models.

Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Large Language Models for Generative Information Extraction: A Survey.

Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Enhong Chen

CoRR, 2023

MOELoRA: An MOE-based Parameter Efficient Fine-Tuning Method for Multi-task Medical Applications.

Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian, Yefeng Zheng

CoRR, 2023

Are GPT Embeddings Useful for Ads and Recommendation?

Wenjun Peng, Derong Xu, Tong Xu, Jianjin Zhang, Enhong Chen

Proceedings of the Knowledge Science, Engineering and Management, 2023

Social Context-aware GCN for Video Character Search via Scene-prior Enhancement.

Wenjun Peng, Weidong He, Derong Xu, Tong Xu, Chen Zhu, Enhong Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism.

Derong Xu, Jingbo Zhou, Tong Xu, Yuan Xia, Ji Liu, Enhong Chen, Dejing Dou

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

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, 2023

2022

Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion.

Derong Xu, Tong Xu, Shiwei Wu, Jingbo Zhou, Enhong Chen

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling.

Penggang Qin, Jiarui Yu, Yan Gao, Derong Xu, Yunkai Chen, Shiwei Wu, Tong Xu, Enhong Chen, Yanbin Hao

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Graph Convolutional Networks by Architecture Search for PolSAR Image Classification.

Hongying Liu, Derong Xu, Tianwen Zhu, Fanhua Shang, Yuanyuan Liu, Jianhua Lu, Ri Yang

Remote. Sens., 2021