Donghao Li

PRUNING IN TRAINING: LEARNING AND RANKING SPARSE CONNECTIONS IN DEEP CONVOLUTIONAL NETWORKS

Yuan Yao, Shun Zhang, Xiangyang Xue, 2018 .

Optimizing Random Mixup with Gaussian Differential Privacy

Yang Cao, Donghao Li, Yuan Yao, 2022, ArXiv.

DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths

Yanwei Fu, Yuan Yao, Xinwei Sun, 2020, ICML.

Exploring Structural Sparsity of Deep Networks Via Inverse Scale Spaces

Yanwei Fu, Yuan Yao, Xinwei Sun, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Parsimonious Deep Learning: A Differential Inclusion Approach with Global Convergence pdf

Yuan Yao, Jinshan Zeng, Donghao Li, 2019, ArXiv.

S2-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning pdf

Yuan Yao, Shun Zhang, Yizhou Wang, 2019, ArXiv.