胡金鹏，男，博士，于2023年11月入职合肥工业大学，黄山学者学术骨干，副教授，硕士生导师。主要研究领域包括自然语言处理、大语言模型、多模态等。博士期间以第一作者在ACL、AAAI、NAACL等顶级自然语言处理及人工智能会议上发表多篇文章，担任多个顶会reviewer。个人主页：https://jinpeng01.github.io
欢迎加入媒体计算实验室（Laboratory of Multimedia Computing, LMC），团队科研经费和计算资源充足。欢迎对科研有浓厚兴趣，具有较强的主观能动性和自驱力的学生联系我。团队常年招收硕士研究生、以及低年级本科生。本人主要从事自然语言处理、大语言模型、医疗信息处理、多模态。招生方向：计算机相关专业（计算机科学、人工智能、软件工程等）。
2013.09至2017.07（本科） 哈尔滨工业大学威海 计算机科学与技术
2017.09至2019.07（硕士）哈尔滨工业大学 计算机科学与技术
2019.09至2023.08（博士）香港中文大学（深圳）计算机与信息工程
研究方向
自然语言处理、大语言模型、医疗信息处理、多模态
发表论文：
Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, and Tsung-Hui Chang. "A Simple yet Effective Subsequence-Enhanced Approach for Cross-Domain NER." AAAI 2023
Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, and Tsung-Hui Chang. "Improving Radiology Summarization with Radiograph and Anatomy Prompts" Findings of ACL2023
Fang Tao *, Jinpeng Hu *, Derek F. Wong, Xiang Wan, Lidia S. Chao, and Tsung-Hui Chang. "Improving grammatical error correction with multimodal feature integration." Findings of ACL2023
Jinpeng Hu *, Zhuo Li *, Zhihong Chen, Zhen Li, Xiang Wan, and Tsung-Hui Chang. "Graph Enhanced Contrastive Learning for Radiology Findings Summarization." ACL 2022.
Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, and Tsung-Hui Chang. "Hero-Gang Neural Model For Named Entity Recognition." NAACL 2022.
Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, and Tsung-Hui Chang. "A Label-Aware Autoregressive Framework for Cross-Domain NER." Findings of NAACL 2022
Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, and Tsung-Hui Chang. "Word Graph Guided Summarization for Radiology Findings." Findings of ACL-IJCNLP 2021
Yang Liu, Jinpeng Hu#, Zhihong Chen, Xiang Wan#, and Tsung-Hui Chang. "EASAL: Entity-Aware Subsequence-based Active Learning for Named Entity Recognition." AAAI 2023
Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, and Tsung-Hui Chang. "Mapping medical image-text to a joint space via masked modeling." Medical Image Analysis 91 (2024): 103018.
Yang Liu, Jinpeng Hu, Xiang Wan, and Tsung-Hui Chang. "A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction." Findings of ACL 2022
Yang Liu, Jinpeng Hu, Xiang Wan, and Tsung-Hui Chang. " Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction." Findings of NAACL 2022
Chen, Zhihong, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, and Tsung-Hui Chang. "Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training." MICCAI 2022.
Jia Su, Jinpeng Hu, Jinchi Jiang, Jing Xie, Bin He, Yang Yang and Yi Guan, " Extraction of risk factors for cardiovascular diseases from Chinese electronic medical records". Computer Methods and Programs in Biomedicine, 172, 1-10, Aug.2019.
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