Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

 CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Hongge Chen
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary

Jan 21, 2021
Huan Zhang, Hongge Chen, Duane Boning, Cho-Jui Hsieh

* Accepted by ICLR 2021. Huan Zhang and Hongge Chen contributed equally 
  Access Paper or Ask Questions
On $\ell_p$-norm Robustness of Ensemble Stumps and Trees

Sep 29, 2020
Yihan Wang, Huan Zhang, Hongge Chen, Duane Boning, Cho-Jui Hsieh

* ICML 2020 
  Access Paper or Ask Questions
Multi-Stage Influence Function

Jul 17, 2020
Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane Boning, Cho-Jui Hsieh


  Access Paper or Ask Questions
Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations

Mar 19, 2020
Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Duane Boning, Cho-Jui Hsieh

* Huan Zhang and Hongge Chen contributed equally 
  Access Paper or Ask Questions
Adversarial T-shirt! Evading Person Detectors in A Physical World

Nov 27, 2019
Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin


  Access Paper or Ask Questions
Evading Real-Time Person Detectors by Adversarial T-shirt

Oct 18, 2019
Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin


  Access Paper or Ask Questions
Robustness Verification of Tree-based Models

Jun 15, 2019
Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane Boning, Cho-Jui Hsieh

* Hongge Chen and Huan Zhang contributed equally 
  Access Paper or Ask Questions
Towards Stable and Efficient Training of Verifiably Robust Neural Networks

Jun 14, 2019
Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Duane Boning, Cho-Jui Hsieh


  Access Paper or Ask Questions
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective

Jun 10, 2019
Kaidi Xu, Hongge Chen, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Mingyi Hong, Xue Lin

* Accepted by IJCAI 2019, the 28th International Joint Conference on Artificial Intelligence 
  Access Paper or Ask Questions
Robust Decision Trees Against Adversarial Examples

Feb 27, 2019
Hongge Chen, Huan Zhang, Duane Boning, Cho-Jui Hsieh


  Access Paper or Ask Questions
The Limitations of Adversarial Training and the Blind-Spot Attack

Jan 15, 2019
Huan Zhang, Hongge Chen, Zhao Song, Duane Boning, Inderjit S. Dhillon, Cho-Jui Hsieh

* Accepted by International Conference on Learning Representations (ICLR) 2019. Huan Zhang and Hongge Chen contributed equally 
  Access Paper or Ask Questions
Towards Fast Computation of Certified Robustness for ReLU Networks

Oct 02, 2018
Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Duane Boning, Inderjit S. Dhillon, Luca Daniel

* Tsui-Wei Weng and Huan Zhang contributed equally 
  Access Paper or Ask Questions
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models

Aug 05, 2018
Dong Su, Huan Zhang, Hongge Chen, Jinfeng Yi, Pin-Yu Chen, Yupeng Gao

* Accepted by the European Conference on Computer Vision (ECCV) 2018 
  Access Paper or Ask Questions
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning

May 22, 2018
Hongge Chen, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Cho-Jui Hsieh

* Accepted by 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018). Hongge Chen and Huan Zhang contribute equally to this work 
  Access Paper or Ask Questions