A Static Analyzer for Detecting Tensor Shape Errors in Deep Neural Network Training Code

Ho Young Jhoo, Sehoon Kim, Woosung Song, Kyuyeon Park, Dongkwon Lee, Kwangkeun Yi. A Static Analyzer for Detecting Tensor Shape Errors in Deep Neural Network Training Code. In 44th 2022 IEEE/ACM International Conference on Software Engineering: Companion Proceedings, ICSE Companion 2022, Pittsburgh, PA, USA, May 22-24, 2022. pages 337-338, IEEE, 2022. [doi]

@inproceedings{JhooKSPLY22,
  title = {A Static Analyzer for Detecting Tensor Shape Errors in Deep Neural Network Training Code},
  author = {Ho Young Jhoo and Sehoon Kim and Woosung Song and Kyuyeon Park and Dongkwon Lee and Kwangkeun Yi},
  year = {2022},
  doi = {10.1109/ICSE-Companion55297.2022.9793771},
  url = {https://doi.org/10.1109/ICSE-Companion55297.2022.9793771},
  researchr = {https://researchr.org/publication/JhooKSPLY22},
  cites = {0},
  citedby = {0},
  pages = {337-338},
  booktitle = {44th 2022 IEEE/ACM International Conference on Software Engineering: Companion Proceedings, ICSE Companion 2022, Pittsburgh, PA, USA, May 22-24, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-9598-1},
}