news

May 15, 2026 Our paper, Understanding SAM's Robustness to Noisy Labels through Gradient Down-weighting, has been accepted to The 29th International Conference on Artificial Intelligence and Statistics (AISTATS).
Mar 31, 2026 Our paper, Diversity-Aware Reverse Kullback-Leibler Divergence for Large Language Model Distillation, is now available. :page_facing_up: :rocket:
Jan 09, 2026 Our paper, Inexact DC Algorithms in Hilbert Spaces with Applications to PDE-Constrained Optimization, is now available. :page_facing_up: :rocket:
Jan 01, 2026 Our paper, All-at-once proximal alternating minimization method for an inverse medium scattering problem, has been submitted.
Oct 15, 2025 Our paper, Convergence of First-Order Algorithms with Momentum from the Perspective of an Inexact Gradient Descent Method, has been published in Journal of Optimization Theory and Applications. :rocket: :tada:
Jul 21, 2025 Our paper, Globally convergent derivative-free methods in nonconvex optimization with and without noise, has been accepted in Mathematical Programming. :rocket: :tada:
Feb 01, 2025 I will be joining Rowan University as an Assistant Professor in Mathematics, beginning September 1, 2025. I am also looking for self-motivated Ph.D. students with an interest in optimization, data science. :trophy: :fire:
Sep 26, 2024 Our paper, Fundamental Convergence Analysis of Sharpness-Aware Minimization, has been accepted in Advances in Neural Information Processing Systems (NeurIPS) 2024. :rocket: :tada: