DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs

Jialun Cao, Meiziniu Li, Xiao Chen, Ming Wen 0001, Yongqiang Tian, Bo Wu, Shing-Chi Cheung. DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs. In 44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022. pages 573-585, IEEE, 2022. [doi]

@inproceedings{CaoLC0TWC22,
  title = {DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs},
  author = {Jialun Cao and Meiziniu Li and Xiao Chen and Ming Wen 0001 and Yongqiang Tian and Bo Wu and Shing-Chi Cheung},
  year = {2022},
  doi = {10.1145/3510003.3510099},
  url = {https://doi.org/10.1145/3510003.3510099},
  researchr = {https://researchr.org/publication/CaoLC0TWC22},
  cites = {0},
  citedby = {0},
  pages = {573-585},
  booktitle = {44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022},
  publisher = {IEEE},
  isbn = {978-1-4503-9221-1},
}