Impact of Mathematical Norms on Convergence of Gradient Descent Algorithms for Deep Neural Networks Learning. - Linzhe Cai; Xinghuo Yu 001; Chaojie Li; Andrew C. Eberhard; Lien Thuy Nguyen; Thai Doan Chuong (AI, 2022)

Fixed-Time Gradient Dynamics With Time-Varying Coefficients for Continuous-Time Optimization. - Lien Thuy Nguyen; Xinghuo Yu 001; Andrew C. Eberhard; Chaojie Li (IEEE Trans. Autom. Control., 2023)

Fast Gradient Algorithm with Dry-like Friction and Nonmonotone Line Search for Nonconvex Optimization Problems. - Lien Thuy Nguyen; Andrew C. Eberhard; Xinghuo Yu 001; Chaojie Li (SIAM J. Optim., 2024)

Finite-Time Nonconvex Optimization Using Time-Varying Dynamical Systems. - Lien Thuy Nguyen; Andrew C. Eberhard; Xinghuo Yu 001; Alexander Y. Kruger; Chaojie Li (J. Optim. Theory Appl., 2024)