Donghao Li

activity

20192024

most citedFedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning

2 citations · 2 across the 6 of their papers we have counts for

collaborators

Showing 2019Show all

2 papers · 1 filter

cs.LG2019

Exploring Structural Sparsity of Deep Networks via Inverse Scale Spaces

Yanwei Fu, Chen Liu, Donghao Li +4

The great success of deep neural networks is built upon their over-parameterization, which smooths the optimization landscape without degrading the generalization ability. Despite…

stat.ML2019

$S^{2}$ -LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Yanwei Fu, Donghao Li, Xinwei Sun +3

This paper proposes a novel Stochastic Split Linearized Bregman Iteration ( $S^{2}$ -LBI) algorithm to efficiently train the deep network. The $S^{2}$ -LBI introduces an iterative reg…

Exploring Structural Sparsity of Deep Networks via Inverse Scale Spaces

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

$S^{2}$ -LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning