| The global landscape of neural networks: An overview R Sun, D Li, S Liang, T Ding, R Srikant IEEE Signal Processing Magazine 37 (5), 95-108, 2020 | 79 | 2020 |
| On the benefit of width for neural networks: disappearance of basins D Li, T Ding, R Sun SIAM Journal on Optimization 32 (3), 1728-1758, 2022 | 61* | 2022 |
| RMSprop converges with proper hyper-parameter N Shi, D Li, M Hong, R Sun International Conference on Learning Representations, 2020 | 53 | 2020 |
| Suboptimal local minima exist for wide neural networks with smooth activations T Ding, D Li, R Sun Mathematics of Operations Research 47 (4), 2784-2814, 2022 | 40* | 2022 |
| NTK-SAP: Improving neural network pruning by aligning training dynamics Y Wang, D Li, R Sun arXiv preprint arXiv:2304.02840, 2023 | 12 | 2023 |
| On a Faster -Linear Convergence Rate of the Barzilai-Borwein Method D Li, R Sun arXiv preprint arXiv:2101.00205, 2021 | 11 | 2021 |
