胡金鹏  (副教授)

硕士生导师

电子邮箱:

入职时间:2023-11-29

所在单位:计算机与信息学院

学历:博士研究生毕业

性别:男

在职信息:在职

毕业院校:香港中文大学深圳

学科:计算机应用技术
计算机科学与技术其他专业
软件工程其他专业

个人简介

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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