Hongge Chen

activity

20172024

most citedTowards Fast Computation of Certified Robustness for ReLU Networks

149 citations · 563 across the 19 of their papers we have counts for

collaborators

Showing 2020Show all

3 papers · 1 filter

cs.LG2020★ 1 cited

On $ℓ_{p}$ -norm Robustness of Ensemble Stumps and Trees

Yihan Wang, Huan Zhang, Hongge Chen +2

Recent papers have demonstrated that ensemble stumps and trees could be vulnerable to small input perturbations, so robustness verification and defense for those models have become…

cs.LG2020★ 4 cited

Multi-Stage Influence Function

Hongge Chen, Si Si, Yang Li +4

Multi-stage training and knowledge transfer, from a large-scale pretraining task to various finetuning tasks, have revolutionized natural language processing and computer vision re…

cs.LG2020★ 38 cited

Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations

Huan Zhang, Hongge Chen, Chaowei Xiao +4

A deep reinforcement learning (DRL) agent observes its states through observations, which may contain natural measurement errors or adversarial noises. Since the observations devia…

On ℓp​-norm Robustness of Ensemble Stumps and Trees

Multi-Stage Influence Function

Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations

On $ℓ_{p}$ -norm Robustness of Ensemble Stumps and Trees