Binghui Li

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20212024

most citedWhy Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power

6 citations · 6 across the 5 of their papers we have counts for

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cs.LG2021

Boosting Certified $ℓ_{\infty}$ Robustness with EMA Method and Ensemble Model

Binghui Li, Shiji Xin, Qizhe Zhang

The neural network with $1$ -Lipschitz property based on $ℓ_{\infty}$ -dist neuron has a theoretical guarantee in certified $ℓ_{\infty}$ robustness. However, due to the inherent di…

Boosting Certified ℓ∞​ Robustness with EMA Method and Ensemble Model

Boosting Certified $ℓ_{\infty}$ Robustness with EMA Method and Ensemble Model