Haochuan Li
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Gradient descent finds global minima of deep neural networks
S Du, J Lee, H Li, L Wang, X Zhai
International Conference on Machine Learning, 1675-1685, 2019
Convergence of adversarial training in overparametrized neural networks
R Gao, T Cai, H Li, CJ Hsieh, L Wang, JD Lee
Advances in Neural Information Processing Systems 32, 13029-13040, 2019
Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization
H Li, Y Tian, J Zhang, A Jadbabaie
arXiv preprint arXiv:2104.08708, 2021
On Convergence of Training Loss Without Reaching Stationary Points
J Zhang, H Li, S Sra, A Jadbabaie
arXiv preprint arXiv:2110.06256, 2021
Randomness in Deconvolutional Networks for Visual Representation
K He, J Wang, H Li, Y Shu, M Zhang, M Zhu, L Wang, JE Hopcroft
arXiv preprint arXiv:1704.00330, 2017
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