papers
Publications (7)
cs.CV2019
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models
Dong Su, Huan Zhang, Hongge Chen +3
cs.CE2017
Efficient Spatial Variation Characterization via Matrix Completion
Hongge Chen, Duane Boning, Zheng Zhang
stat.ML2018
Towards Fast Computation of Certified Robustness for ReLU Networks
Tsui-Wei Weng, Huan Zhang, Hongge Chen +5
cs.CV2018
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning
Hongge Chen, Huan Zhang, Pin-Yu Chen +2
cs.LG2019
Robust Decision Trees Against Adversarial Examples
Hongge Chen, Huan Zhang, Duane Boning +1
math.AP2019
Estimates of Dirichlet Eigenvalues for a Class of Sub-elliptic Operators
Hua Chen, Hongge Chen
stat.ML2019
The Limitations of Adversarial Training and the Blind-Spot Attack
Huan Zhang, Hongge Chen, Zhao Song +3