Concepedia

Peixin Zhang

PZ

6

Publications

315

Citations

6

H-Index

2018

Active since

Affiliations

National University of Singapore(Current)

Singapore Management University

Zhejiang University

Peixin Zhang is an author at National University of Singapore specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceDeep LearningMachine LearningDeep Neural NetworksAdversarial Machine LearningArtificial IntelligenceVerificationDefense Systems

Publications per year

2018–2021

6

Publications

6

White-box fairness testing through adversarial sampling

Peixin Zhang, Jingyi Wang, Jun Sun et al. · 2020 · 125 citations · Full text

Artificial Intelligence, Deep Neural Networks, Engineering +15

Towards optimal concolic testing

Xinyu Wang, Jun Sun, Zhenbang Chen et al. · 2018 · 70 citations

Mathematical Programming, Engineering, Concolic Testing Strategy +18

Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing

Jingyi Wang, Jun Sun, Peixin Zhang et al. · arXiv (Cornell University) · 2018 · 43 citations · Full text

Engineering, Machine Learning, Mutation Testing +16

An Empirical Study on Correlation between Coverage and Robustness for Deep Neural Networks

Yizhen Dong, Peixin Zhang, Jingyi Wang et al. · 2020 · 31 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Automatic Fairness Testing of Neural Classifiers Through Adversarial Sampling

Peixin Zhang, Jingyi Wang, Jun Sun et al. · IEEE Transactions on Software Engineering · 2021 · 26 citations · Full text

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