Assistant Professor, Ph.D., 2024
Yale University: Machine Learning, Computer Vision, Medical Image Analysis
Chenyu You is an Assistant Professor in the Department of Applied Mathematics & Statistics and 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. Previously, 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.
Professor You's research group studies fundamental and applied problems in computer
vision and machine learning, with a focus on AI for health. We build intelligent systems
that learn from complex data, reason about and interact with the real world, and drive
meaningful impact on healthcare. Besides learning algorithms, we ask: how AI should
represent knowledge across imaging, text, and multi-omics data; what principles ensure
robustness, trustworthy, and clinical reliability; and how algorithmic advances can
translate into real-world healthcare domains. Our research aims to answer these questions
by advancing machine learning methods in close collaboration with biomedical and clinical
science.
Office: Physics A148