Stochastic zeroth-order Riemannian derivative estimation and optimization J Li, K Balasubramanian, S Ma Mathematics of Operations Research 48 (2), 1183-1211, 2023 | 30* | 2023 |
A Riemannian ADMM J Li, S Ma, T Srivastava arXiv preprint arXiv:2211.02163, 2022 | 12 | 2022 |
Federated learning on Riemannian manifolds J Li, S Ma Applied Set-Valued Analysis and Optimization 5, 213-232, 2023 | 5 | 2023 |
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark Y Zhang, P Li, J Hong, J Li, Y Zhang, W Zheng, PY Chen, JD Lee, W Yin, ... arXiv preprint arXiv:2402.11592, 2024 | 1 | 2024 |
Zeroth-order Riemannian Averaging Stochastic Approximation Algorithms J Li, K Balasubramanian, S Ma arXiv preprint arXiv:2309.14506, 2023 | 1 | 2023 |
Problem-Parameter-Free Decentralized Nonconvex Stochastic Optimization J Li, X Chen, S Ma, M Hong arXiv preprint arXiv:2402.08821, 2024 | | 2024 |
Riemannian Bilevel Optimization J Li, S Ma arXiv preprint arXiv:2402.02019, 2024 | | 2024 |