Chenyu You
Chenyu (Charles) You
Interests
Principles and practice of machine intelligence, often with a focus on generalization, and making machine learning more reliable. His applied research includes applications to healthcare, biomedical imaging, and cognitive neuroscience.
Biography

Chenyu You is an Assistant Professor in the Department of Applied Mathematics & Statistics and the Department of Computer Science at Stony Brook University. He is also affiliated with the CVLab and AI institute. 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.

Research

The research of Chenyu's lab is focused on the principles and practice of machine intelligence, often with a focus on generalization, and making machine learning more reliable. Our applied research includes applications to healthcare, biomedical imaging, and cognitive neuroscience.