Ming Yan

According to our database, Ming Yan authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluating Spectrum-Based Fault Localization on Deep Learning Libraries.

Ming Yan, Junjie Chen, Tianjie Jiang, Jiajun Jiang, Zan Wang

IEEE Trans. Software Eng., May, 2025

Robustness evaluation of code generation systems via concretizing instructions.

Ming Yan, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang, Mark Harman

Inf. Softw. Technol., 2025

2024

Revisiting deep neural network test coverage from the test effectiveness perspective.

Ming Yan, Junjie Chen, Xuejie Cao, Zhuo Wu, Yuning Kang, Zan Wang

J. Softw. Evol. Process., April, 2024

Stratified random sampling for neural network test input selection.

Zhuo Wu, Zan Wang, Junjie Chen, Hanmo You, Ming Yan, Lanjun Wang

Inf. Softw. Technol., January, 2024

2023

COCO: Testing Code Generation Systems via Concretized Instructions.

Ming Yan, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang, Mark Harman

CoRR, 2023

Achieving Last-Mile Functional Coverage in Testing Chip Design Software Implementations.

Ming Yan, Junjie Chen, Hangyu Mao, Jiajun Jiang, Jianye Hao, Xingjian Li, Zhao Tian, Zhichao Chen, Dong Li, Zhangkong Xian, Yanwei Guo, Wulong Liu, Bin Wang, Yuefeng Sun, Yongshun Cui

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

2022

An Empirical Study on Numerical Bugs in Deep Learning Programs.

Gan Wang, Zan Wang, Junjie Chen, Xiang Chen, Ming Yan

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021

Exposing numerical bugs in deep learning via gradient back-propagation.

Ming Yan, Junjie Chen, Xiangyu Zhang, Lin Tan, Gan Wang, Zan Wang

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

2020

Practical Accuracy Estimation for Efficient Deep Neural Network Testing.

Junjie Chen, Zhuo Wu, Zan Wang, Hanmo You, Lingming Zhang, Ming Yan

ACM Trans. Softw. Eng. Methodol., 2020

Deep Neural Network Test Coverage: How Far Are We?

Junjie Chen, Ming Yan, Zan Wang, Yuning Kang, Zhuo Wu

CoRR, 2020

Deep learning library testing via effective model generation.

Zan Wang, Ming Yan, Junjie Chen, Shuang Liu, Dongdi Zhang

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020