Does data sampling improve deep learning-based vulnerability detection? Yeas! and Nays!

Xu Yang, Shaowei Wang, Yi Li, Shaohua Wang. Does data sampling improve deep learning-based vulnerability detection? Yeas! and Nays!. In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023. pages 2287-2298, IEEE, 2023. [doi]

@inproceedings{YangWLW23,
  title = {Does data sampling improve deep learning-based vulnerability detection? Yeas! and Nays!},
  author = {Xu Yang and Shaowei Wang and Yi Li and Shaohua Wang},
  year = {2023},
  doi = {10.1109/ICSE48619.2023.00192},
  url = {https://doi.org/10.1109/ICSE48619.2023.00192},
  researchr = {https://researchr.org/publication/YangWLW23},
  cites = {0},
  citedby = {0},
  pages = {2287-2298},
  booktitle = {45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023},
  publisher = {IEEE},
  isbn = {978-1-6654-5701-9},
}