| A Riemannian block coordinate descent method for computing the projection robust Wasserstein distance M Huang, S Ma, L Lai International Conference on Machine Learning, 4446-4455, 2021 | 52 | 2021 |
| Decentralized bilevel optimization X Chen, M Huang, S Ma Optimization Letters, 1-65, 2024 | 51 | 2024 |
| Decentralized stochastic bilevel optimization with improved per-iteration complexity X Chen, M Huang, S Ma, K Balasubramanian International Conference on Machine Learning, 4641-4671, 2023 | 34 | 2023 |
| Robust low-rank matrix completion via an alternating manifold proximal gradient continuation method M Huang, S Ma, L Lai IEEE Transactions on Signal Processing 69, 2639-2652, 2021 | 31 | 2021 |
| Efficiently escaping saddle points in bilevel optimization M Huang, X Chen, K Ji, S Ma, L Lai Journal of Machine Learning Research 26 (1), 1-61, 2025 | 30 | 2025 |
| Achieving linear speedup in non-iid federated bilevel learning M Huang, D Zhang, K Ji International Conference on Machine Learning, 14039-14059, 2023 | 22 | 2023 |
| Projection robust Wasserstein barycenters M Huang, S Ma, L Lai International Conference on Machine Learning, 4456-4465, 2021 | 15 | 2021 |
| Escaping saddle points for nonsmooth weakly convex functions via perturbed proximal algorithms M Huang arXiv preprint arXiv:2102.02837, 2021 | 9 | 2021 |
| On the convergence of projected alternating maximization for equitable and optimal transport M Huang, S Ma, L Lai Journal of machine learning research 25 (336), 1-33, 2024 | 4 | 2024 |
| Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis Y Yang, H Ban, M Huang, S Ma, K Ji arXiv preprint arXiv:2410.05140, 2024 | 1 | 2024 |
| Hierarchical Structured Neural Network for Retrieval K Rangadurai, S Yuan, M Huang, Y Liu, G Ghasemiesfeh, Y Pu, X Xie, ... arXiv preprint arXiv:2408.06653, 2024 | | 2024 |
| Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization W Shen, M Huang, J Zhang, C Shen International Conference on Artificial Intelligence and Statistics, 3988-3996, 2024 | | 2024 |
Shiqian MaRice UniversityVerified email at rice.edu
