Concepedia

Huan Zhang

HZ

57

Publications

3.2K

Citations

29

H-Index

2006

Active since

Affiliations

Chinese Academy of Sciences(Current)

University of California, Los Angeles

State Key Laboratory on Integrated Optoelectronics

University of Chinese Academy of Sciences

Institute of Semiconductors

Huan Zhang is an author at Chinese Academy of Sciences specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceApplied PhysicsAdversarial Machine LearningArtificial IntelligenceComputer EngineeringMaterial Science

Publications per year

2006–2024

57

Publications

57

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples

Pin‐Yu Chen, Yash Sharma, Huan Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 578 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +10

AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks

Chun‐Chen Tu, Paishun Ting, Pin‐Yu Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 361 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Hadi Salman, Vassilia Michailidis, Ilya Razenshteyn et al. · arXiv (Cornell University) · 2019 · 181 citations · Full text

Artificial Intelligence, Data Augmentation, Machine Vision +14

Efficient Neural Network Robustness Certification with General Activation Functions

Huan Zhang, Tsui-Wei Weng, Pin‐Yu Chen et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2018 · 172 citations

Dual Activation of Molecular Oxygen and Surface Lattice Oxygen in Single Atom Cu<sub>1</sub>/TiO<sub>2</sub> Catalyst for CO Oxidation

Yarong Fang, Qi Zhang, Huan Zhang et al. · Angewandte Chemie International Edition · 2022 · 140 citations

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