姓名：林奕

职称职务：副教授

                 博士生导师

                 硕士生导师

研究方向：免疫信息学

                 医疗图像处理

                 医疗文本处理

                 大模型

                 深度学习

E-mail: linyi@hrbmu.edu.cn

       林奕，工学博士，副教授，硕士/博士生导。从事医疗领域的人工智能方法研究，包括免疫信息学、医疗图像处理、医疗文本处理、大模型、深度学习等。论文发表在Nature Communications、Genome Biology、JBHI、ESWA、CMPB、BIBM等国际期刊和会议上，以第一作者或通信作者发表论文10余篇。CCF会员、CAAI会员，担任JBHI、ESWA、BIBM等期刊和会议的审稿人，IEEE BIBM国际会议2024\2025程序委员。

       欢迎相关方向的同学报考。

教育经历

2020.09——2024.06    哈尔滨工业大学  计算机科学与技术  博士

2018.09——2020.06    哈尔滨工业大学  软件工程       硕士

2014.09——2018.06    哈尔滨工程大学  软件工程       学士

工作经历

2024.10——至今     ac米兰官网中文网站   医工交叉学院         特聘教授

科研项目

国家自然科学基金委员会，青年科学基金项目（C类），面向肿瘤精准诊疗的TCR大模型构建方法研究（32500821），2026.01-2028.12，30万，主持

发表论文

1. Y. Lin, H. Wang, Y. Zhao, D. Lu, Y. Xu, J. Xue, X. Chen, J. Jiang, RPD: Regional Prior Distillation for Breast Cancer Diagnosis in Ultrasound Images, IEEE Journal of Biomedical and Health Informatics, 2025 (SCI, IF: 6.8、中科院大类2区/小类1区Top、JCR Q1, 2025)

2. Fenglan Pang, Guangfu Xue, Wenyi Yang, Yideng Cai, Jinhao Que, Haoxiu Sun, Pingping Wang, Shuaiyu Su, Xiyun Jin, Qian Ding, Zuxiang Wang, Meng Luo, Yuexin Yang, Yi Lin, Renjie Tan, Yusong Liu, Zhaochun Xu, Qinghua Jiang, TriCLFF: a multi-modal feature fusion framework using contrastive learning for spatial domain identification, Briefings in Bioinformatics, Volume 26, Issue 4, July 2025

3. Jinhao Que, Guangfu Xue, Tao Wang, Xiyun Jin, Zuxiang Wang, Yideng Cai, Wenyi Yang, Meng Luo, Qian Ding, Jinwei Zhang, Yilin Wang, Yuexin Yang, Fenglan Pang, Yi Hui, Zheng Wei, Jun Xiong, Shouping Xu, Yi Lin, Haoxiu Sun, Pingping Wang, Zhaochun Xu, Qinghua Jiang, Identifying T cell antigen at the atomic level with graph convolutional network, Nature Communications, volume 16, Article number: 5171 (2025)

4. C Kong, J Jiang, P Chen, Y Guan, X Liu, Y Cao, Y. Yang, Y Lin, ARRS: Adaptive Representation and Relevance Scoring Enhance Whole Slide Image Classification using Multi-Instance Learningn[C]//2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024, pp. 2605-2612 (EI, CCF-B 国际会议, 2024)

5. H Wang, G Zhang, Y Zhao, F Lai, W Cui, J Xue, Q Wang, H Zhang, Y Lin, RPF-ELD: Regional Prior Fusion using Early and Late Distillation for Breast Cancer Recognition in Ultrasound Images[C]//2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024, pp. 6732-6739 (EI, CCF-B 国际会议, 2024)

6. Wenyi Yang#, Pingping Wang#, Shouping Xu#, Tao Wang, Meng Luo, Yideng Cai, Chang Xu, Guangfu Xue, Jinhao Que, Qian Ding, Xiyun Jin, Yuexin Yang, Fenglan Pang, Boran Pang, Yi Lin, Huan Nie, Zhaochun Xu*, Yong Ji*, Qinghua Jiang*, Deciphering cell–cell communication at single-cell resolution for spatial transcriptomics with subgraph-based graph attention network. Nat Commun 15, 7101 (2024).

7. Qian Ding#, Wenyi Yang#, Guangfu Xue#, Hongxin Liu, Yideng Cai, Jinhao Que, Xiyun Jin, Meng Luo, Fenglan Pang, Yuexin Yang, Yi Lin, Yusong Liu, Haoxiu Sun, Renjie Tan, Pingping Wang*, Zhaochun Xu*, Qinghua Jiang*, Dimension reduction, cell clustering and cell-cell communication inference for single-cell transcriptomics with DcjComm. Genome Biology, 2024 Sep 9;25(1):241.

8. Y. Lin, H. Wang, J. Jiang, KRC-APM: Key region cutting and artificial prior model for breast cancer recognition in ultrasound images[J]. Expert Systems with Applications, 2024, 257: 125092. (SCI, IF: 7.5、中科院1区top、JCR Q1, 2024)

9. Y. Lin, J. Jiang, D. Chen, Z. Ma, Y. Guan, X. Liu, H. You, J. Yang, Ded: Diagnostic evidence distillation for acne severity grading on face images[J]. Expert Systems with Applications, 2023, 228: 120312. (SCI, IF: 7.5、中科院1区top、JCR Q1, 2023)