Bio

Chenyu You is an Assistant Professor in the Department of Applied Mathematics & Statistics and Department of Computer Science at Stony Brook University. He is also the core faculty member of the CVLab, AI institute, and affiliated with the Institute for Advanced Computational Science. His research focuses on both fundamental and applied problems in machine learning and computer vision, often with a focus on generalization, and making machine learning more reliable. His applied research includes applications to healthcare, biomedical imaging, and cognitive neuroscience. He received his Ph.D. in 2024 from Yale University under the advisement of James S. Duncan, his M.S. in 2019 from Stanford University under the advisement of Daniel Rubin, and his B.S. in 2017 from Rensselaer Polytechnic Institute under the advisement of Ge Wang, all in electrical engineering. He has also spent wonderful time at Facebook AI Research (FAIR), as well as Google Research. He serves as a Program Chair for WACV 2027. He is also a member of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society, and the SUNY AI Symposium Planning Committee. In addition, he serves as an Associate Editor for IEEE Transactions on Medical Imaging, Medical Image Analysis, IEEE Transactions on Neural Networks and Learning Systems, Pattern Recognition, Transactions on Machine Learning Research, and Computerized Medical Imaging and Graphics. He has received AAAI 2026 New Faculty Highlights, CPAL 2026 Rising Stars Award, ICML 2025 Oral Presentation, EMBC 2025 Top Paper Award, Stony Brook President's Fast Impact Fund Award, MICCAI 2025 & 2026 NIH Registration Grant Award, SUNY AI Platform Award, Tinker Research Grant Award, Lambda Research Grant Award, AMD University Program: AI & HPC Cluster Allocation Award, IEEE TMI 2025 Distinguished Associate Editor Certificate of Excellence Award, CVPR 2026 Outstanding Area Chair Award, and Yale George P. O’Leary Graduate Fellowship. He has been recognized as the World's Top 2% most-cited scientists by Stanford University since 2024, a member of the Sigma Xi scientific research society, and received the Excellence in Teaching Award for Spring/Fall 2025, and Spring 2026.