Ming Yan

Deep learning library testing via effective model generation

Zan Wang, Ming Yan, Junjie Chen et al. · 2020 · 149 citations

Engineering, Machine Learning, Guides Lemon +17

Practical Accuracy Estimation for Efficient Deep Neural Network Testing

Junjie Chen, Zhuo Wu, Zan Wang et al. · ACM Transactions on Software Engineering and Methodology · 2020 · 90 citations

Artificial Intelligence, Large Ai Model, Engineering +14

Exposing numerical bugs in deep learning via gradient back-propagation

Ming Yan, Junjie Chen, Xiangyu Zhang et al. · 2021 · 47 citations

Engineering, Machine Learning, Data Science +14

Stratified random sampling for neural network test input selection

Zhuo Wu, Zan Wang, Junjie Chen et al. · Information and Software Technology · 2023 · 21 citations

Engineering, Machine Learning, Sampling Theory +4

Deep Neural Network Test Coverage: How Far Are We?

Junjie Chen, Ming Yan, Zan Wang et al. · arXiv (Cornell University) · 2020 · 18 citations · Full text

Artificial Intelligence, Test Coverage Metrics, Machine Learning +15