Learning nonlinear loop invariants with gated continuous logic networks

Jianan Yao, Gabriel Ryan, Justin Wong, Suman Jana, Ronghui Gu. Learning nonlinear loop invariants with gated continuous logic networks. In Alastair F. Donaldson, Emina Torlak, editors, Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, PLDI 2020, London, UK, June 15-20, 2020. pages 106-120, ACM, 2020. [doi]

@inproceedings{YaoRWJG20,
  title = {Learning nonlinear loop invariants with gated continuous logic networks},
  author = {Jianan Yao and Gabriel Ryan and Justin Wong and Suman Jana and Ronghui Gu},
  year = {2020},
  doi = {10.1145/3385412.3385986},
  url = {https://doi.org/10.1145/3385412.3385986},
  researchr = {https://researchr.org/publication/YaoRWJG20},
  cites = {0},
  citedby = {0},
  pages = {106-120},
  booktitle = {Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, PLDI 2020, London, UK, June 15-20, 2020},
  editor = {Alastair F. Donaldson and Emina Torlak},
  publisher = {ACM},
  isbn = {978-1-4503-7613-6},
}