Referee
Journals:
IEEE Transactions on Control of Network Systems,
IEEE Transactions on Automatic Control,
IEEE Robotics and Automation Letters,
IEEE Transactions on Intelligent Vehicles,
IEEE Control Systems Letters,
Systems & Control Letters,
Optimization Letters,
Automatica,
Machine Learning,
Journal of Machine Learning Research,
Transactions on Machine Learning Research,
SIAM Journal on Mathmatics of Data Science,
IEEE Transactions on Pattern Analysis and Machine Intelligence,
International Journal of Robust and Nonlinear Control,
International Journal of Systems Science,
Journal of Applied Mathematics and Computing, etc.
Conferences:
IEEE Conference on Decision and Control (2018-2024),
Conference on Neural Information Processing Systems (2020-2024),
International Conference on Learning Representations (2021-2025),
International Conference on Artificial Intelligence and Statistics (2021, 2025),
International Conference on Machine Learning (2020-2024),
AAAI Conference on Artificial Intelligence (2023-2024),
American Control Conference (2018-2024),
IFAC World Congress (2020), etc.
Mentorship
Research mentor for PhD students, University of Pennsylvania
Shervin Khalafi, constrained learning for diffusion models
Xinmeng Huang, safety of large language models
Yigit Berkay Uslu, diffusion policy optimization in reinforcement learning
Ignacio Hounie, constrained learning for large language models
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