Bio

Chenyu You is an Assistant Professor of Data Science in the Department of Applied Mathematics & Statistics and Department of Computer Science at Stony Brook University. He is also affiliated with the CVLab, AI institute, and Institute for Advanced Computational Science (IACS). He studies AI for health, building machines that learn from biomedical data, reason about, interact with the clinical world, and drive meaningful impact on healthcare. 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 on the Medical Image Computing and Computer-Assisted Intervention Society (MICCAI), and the SUNY AI Symposium Planning Committee, and as associate editors for IEEE Transactions on Medical Imaging, IEEE Transactions on Neural Networks and Learning Systems, Pattern Recognition, and Transactions on Machine Learning Research. He has received AAAI'26 New Faculty Highlights, MICCAI 2025 NIH Registration Grant Award, and Yale George P. O’Leary Graduate Fellowship, and has been ranked as the World's Top 2% most-cited scientists by Stanford University since 2024, is a member of the Sigma Xi scientific research society, and received the Excellence in Teaching Award for Spring 2025.