Min Shi
Biography
Min Shi joined the University of Louisiana at É«ÃÃAV - School of Computing & Informatics as an Assistant Professor in 2024. He earned my Ph.D. from Florida Atlantic University under the guidance of Professors Yufei Tang and Xingquan Zhu in 2020. He completed postdoctoral training at Washington University in St. Louis in March 2022, and at Harvard University in August 2024.
Education
Ph.D. in Computer Science, 2020
Florida Atlantic University, Boca, FL
Student Research/Collaboration
- Data Mining
- Machine Learning
- Medical AI
- Graph Learning
Publications
- FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
Yu Tian*, Congcong Wen*, Min Shi*, Muhammad Afzal, Hao Huang, Muhammad Khan, Yan Luo, Yi Fang, Mengyu Wang. ECCV 2024. - Transformer-based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests from 24-Degree Data
Min Shi, Anagha Lokhande, Yu Tian, Yan Luo, Mohammad Eslami, Saber Kazeminasab, Tobias Elze, Lucy Q Shen, Louis R. Pasquale, sarah wellik, C. Gustavo De Moraes, Jonathan S Myers, Nazlee Zebardast, David S Friedman, Michael V Boland, Mengyu Wang. TVST 2024. - FairCLIP: Harnessing Fairness in Vision-and-Language Learning.
Yan Luo*, Min Shi*, Muhammad Osama Khan*, Muhammad Muneeb Afzal, Hao Huang, Shuaihang Yuan, Yu Tian, Luo Song, Ava Kouhana, Tobias Elze, Yi Fang, Mengyu Wang. CVPR 2024. - Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
Yan Luo*, Yu Tian*, Min Shi*, Tobias Elze, Mengyu Wang. IEEE Transactions on Medical Imaging 2024. - RNFLT2Vec: Artifact-Corrected Representation Learning for Retinal Nerve Fiber Layer Thickness Maps
Min Shi, Yu Tian, Yan Luo, Tobias Elze, Mengyu Wang. Medical Image Analysis 2024.
Awards & Recognition
- UL É«ÃÃAV Rising Star Award, 2026
- Arvo Conference Travel Grant, 2023
- Research Assistant of the Year at Florida Atlantic University, 2020
- IEEE SCC Best Student Conference Paper on Services Computing, 2019
- Best Master Dissertation of Hunan Province, 2019
- HNUST Excellent Graduate Student Award, 2017
- Second Prize in National Graduate Mathematical Contest in Modelling, 2017
- First Prize in National Graduate Mathematical Contest in Modelling, 2016
- Excellent Undergraduate Student Award, 2014