- Associate Professor, Computer Science & Engineering
- Phone: 979-862-4284
- Email: yi.zhou@tamu.edu
- Office: PETR 329
- Website: Personal Website

Educational Background
- Ph.D., Electrical and Computer Engineering, The Ohio State University – 2018
- B.S., Electrical Engineering, Beijing Institute of Technology – 2013
Research Interests
-
- Nonconvex and distributed optimization
- Reinforcement learning
- Statistical learning theory
- Machine learning (ML) for exploratory data analysis (EDA) and computer-aided design (CAD)
Awards & Honors
- Air Force Research Laboratory Visiting Faculty Research Program – 2024
- Faculty Early CAREER Award, National Science Foundation Electrical, Communications and Cyber Systems – 2023
- Spotlight paper award, NeurIPS – 2018
Selected Publications
- Zhou, Y., et al. “Boosting one-point derivative-free online optimization via residual feedback,” in IEEE Transactions on Automatic Control (TAC), 2024.
- Zhou, Y., et al. “On the hardness of constrained cooperative multi-agent reinforcement learning,” in Proc. International Conference on Learning Representations, 2024.
- Zhou, Y., et al. “On the hardness of online nonconvex optimization with single oracle feedback,” in Proc. International Conference on Learning Representations, 2024.
- Zhou, Y., et al. “A resource-efficient task scheduling system using reinforcement learning,” in Proc. Asia and South Pacific Design Automation Conference (ASP-DAC), 2024, pp. 89–95.
- Zhou, Y., et al. “Assisted learning for organizations with limited imbalanced data,” Transactions on Machine Learning Research (TMLR), 2023.