| A faster decentralized algorithm for nonconvex minimax problems W Xian, F Huang, Y Zhang, H Huang Advances in Neural Information Processing Systems 34, 25865-25877, 2021 | 62 | 2021 |
| Doubly Sparse Asynchronous Learning R Bao, X Wu, W Xian, H Huang The 31st International Joint Conference on Artificial Intelligence (IJCAI 2022), 2022 | 32 | 2022 |
| Communication-efficient frank-wolfe algorithm for nonconvex decentralized distributed learning W Xian, F Huang, H Huang Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10405 …, 2021 | 19 | 2021 |
| Learning better visual data similarities via new grouplet non-euclidean embedding Y Zhang, L Luo, W Xian, H Huang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 14 | 2021 |
| A unified Q-memorization framework for asynchronous stochastic optimization B Gu, W Xian, Z Huo, C Deng, H Huang Journal of Machine Learning Research 21 (190), 1-53, 2020 | 7 | 2020 |
| Asynchronous Stochastic Frank-Wolfe Algorithms for Nonconvex Optimization. B Gu, W Xian, H Huang 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 2019 | 6 | 2019 |
| Delving into the Convergence of Generalized Smooth Minimax Optimization W Xian, Z Chen, H Huang Forty-first International Conference on Machine Learning, 0 | 2 | |
| Finding local minima efficiently in decentralized optimization W Xian, H Huang Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Distributed dynamic safe screening algorithms for sparse regularization R Bao, X Wu, W Xian, H Huang arXiv preprint arXiv:2204.10981, 2022 | 1 | 2022 |
| Efficient Optimization Algorithms for Nonconvex Machine Learning Problems W Xian University of Maryland, College Park, 2024 | | 2024 |
| Communication-Efficient Adam-Type Algorithms for Distributed Data Mining W Xian, F Huang, H Huang 2022 IEEE International Conference on Data Mining (ICDM), 1245-1250, 2022 | | 2022 |
| Communication-Efficient Projection-Free Algorithm for Nonconvex Constrained Learning Models W Xian, F Huang 35th AAAI Conference on Artificial Intelligence (AAAI 2021), 2021 | | 2021 |
| A Fast Federated Method for Minimax Problems with Sequential Convergence Guarantees P Yu, W Xian, H Huang | | |
| Escaping Saddle Point Efficiently in Minimax and Bilevel Optimizations W Xian, F Huang, H Huang | | |
