Publications (26)
GPU-acceleration for Large-scale Tree Boosting
Huan Zhang, Si Si, Cho-Jui Hsieh
The Limitations of Adversarial Training and the Blind-Spot Attack
Huan Zhang, Hongge Chen, Zhao Song +3
Max-plus fundamental solution semigroups for a class of difference Riccati equations
Huan Zhang, Peter M. Dower
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
Pin-Yu Chen, Yash Sharma, Huan Zhang +2
Multifractality and Laplace spectrum of horizontal visibility graphs constructed from fractional Brownian motions
Zu-Guo Yu, Huan Zhang, Da-Wen Huang +2
Towards Fast Computation of Certified Robustness for ReLU Networks
Tsui-Wei Weng, Huan Zhang, Hongge Chen +5
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning
Hongge Chen, Huan Zhang, Pin-Yu Chen +2
Anomalous Josephson Effect in magnetic Josephson junctions with noncentrosymmetric superconductors
Huan Zhang, Jun Wang, Jun-Feng Liu
On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm
Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen +3
Query-Efficient Hard-label Black-box Attack:An Optimization-based Approach
Minhao Cheng, Thong Le, Pin-Yu Chen +3
A max-plus based fundamental solution for a class of discrete time linear regulator problems
Huan Zhang, Peter M. Dower
A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order
Xiangru Lian, Huan Zhang, Cho-Jui Hsieh +2
An efficient approach of controlling traffic congestion in scale-free networks
Zonghua Liua, Weichuan Ma, Huan Zhang +2
Stabilization of turning processes using spindle feedback with state-dependent delay
Qingwen Hu, Huan Zhang
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models
Pin-Yu Chen, Huan Zhang, Yash Sharma +2
On the Phase Transition of Corrupted Sensing
Huan Zhang, Yulong Liu, Hong Lei
Phase Transition of Convex Programs for Linear Inverse Problems with Multiple Prior Constraints
Huan Zhang, Yulong Liu, Hong Lei
Structured Adversarial Attack: Towards General Implementation and Better Interpretability
Kaidi Xu, Sijia Liu, Pu Zhao +6
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian, Ce Zhang, Huan Zhang +3
Efficient Neural Network Robustness Certification with General Activation Functions
Huan Zhang, Tsui-Wei Weng, Pin-Yu Chen +2
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen +5
The effect of heavy metal in CMOS on neutron induced single event upset simulated with Geant4
Huan Zhang, Si-guang Wang, Wei Chen +1
A new fundamental solution for a class of differential Riccati equations
Peter M. Dower, Huan Zhang
An adaptive routing strategy for packet delivery in complex networks
Huan Zhang, Zonghua Liu, Ming Tang +1
Towards Robust Neural Networks via Random Self-ensemble
Xuanqing Liu, Minhao Cheng, Huan Zhang +1
Computing collision stress in assemblies of active spherocylinders: applications of a fast and generic geometric method
Wen Yan, Huan Zhang, Michael J. Shelley