Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries

Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang 0001. Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14-20, 2024. ACM, 2024. [doi]

@inproceedings{DengXYZY024,
  title = {Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries},
  author = {Yinlin Deng and Chunqiu Steven Xia and Chenyuan Yang and Shizhuo Dylan Zhang and Shujing Yang and Lingming Zhang 0001},
  year = {2024},
  doi = {10.1145/3597503.3623343},
  url = {https://doi.org/10.1145/3597503.3623343},
  researchr = {https://researchr.org/publication/DengXYZY024},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14-20, 2024},
  publisher = {ACM},
}