DOI
10.31390/lsucontrol.26.49
COinS
Robustness of Gradient-Based Optimization Under Perturbations: From Deterministic to Stochastic Noise
Biography of all authors
Leilei Cui is an Assistant Professor in the Department of Mechanical Engineering at the University of New Mexico. He was a Postdoctoral Associate at the Massachusetts Institute of Technology (MIT) from June 2024 to July 2025. He received his M.Sc. degree in Control Science and Engineering from Shanghai Jiao Tong University, China, in 2019, and his Ph.D. degree in Electrical Engineering from New York University in 2024.
Dr. Cui’s research lies at the intersection of control theory, optimization, and reinforcement learning, with a particular focus on applications to robotic systems. He is the recipient of the Outstanding Paper Award from the journal Control Theory and Technology, the Dante Youla Award for graduate research excellence, and the Alexander Hessel Award for the best Ph.D. dissertation in Electrical Engineering at NYU.