| Vafl: a method of vertical asynchronous federated learning T Chen, X Jin, Y Sun, W Yin arXiv preprint arXiv:2007.06081, 2020 | 55 | 2020 |
| On markov chain gradient descent T Sun, Y Sun, W Yin Advances in neural information processing systems 31, 2018 | 48* | 2018 |
| A single-timescale method for stochastic bilevel optimization T Chen, Y Sun, Q Xiao, W Yin International Conference on Artificial Intelligence and Statistics, 2466-2488, 2022 | 45* | 2022 |
| Solving stochastic compositional optimization is nearly as easy as solving stochastic optimization T Chen, Y Sun, W Yin IEEE Transactions on Signal Processing 69, 4937-4948, 2021 | 32 | 2021 |
| Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems T Chen, Y Sun, W Yin Advances in Neural Information Processing Systems 34, 25294-25307, 2021 | 30* | 2021 |
| Communication-adaptive stochastic gradient methods for distributed learning T Chen, Y Sun, W Yin IEEE Transactions on Signal Processing 69, 4637-4651, 2021 | 11* | 2021 |
| Cada: Communication-adaptive distributed adam T Chen, Z Guo, Y Sun, W Yin International Conference on Artificial Intelligence and Statistics, 613-621, 2021 | 10 | 2021 |
| General proximal incremental aggregated gradient algorithms: Better and novel results under general scheme T Sun, Y Sun, D Li, Q Liao Advances in Neural Information Processing Systems 32, 2019 | 9 | 2019 |
| Markov chain block coordinate descent T Sun, Y Sun, Y Xu, W Yin Computational Optimization and Applications 75 (1), 35-61, 2020 | 6 | 2020 |
| Decentralized learning with lazy and approximate dual gradients Y Liu, Y Sun, W Yin IEEE Transactions on Signal Processing 69, 1362-1377, 2021 | 5 | 2021 |
| Run-and-Inspect Method for nonconvex optimization and global optimality bounds for R-local minimizers Y Chen, Y Sun, W Yin Mathematical Programming 176 (1), 39-67, 2019 | 3 | 2019 |
| An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning Y Sun, T Chen, W Yin ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | | 2021 |
| Stochastic Optimization Methods for Modern Machine Learning Problems Y Sun University of California, Los Angeles, 2021 | | 2021 |
| Run and Inspect Method: Global Bounds for R-Local Minimizers Y Chen, Y Sun, W Yin | | 2017 |
Wotao YinDamo Academy, Alibaba Group USVerified email at alibaba-inc.com
