Publications

2022

1. Pre-print

   Finding Deep-Learning Compilation Bugs with NNSmith

   Jiawei Liu, Jinkun Lin, Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda,  and Lingming Zhang

   arXiv preprint arXiv:2207.13066 2022

   arXiv Bib

   @article{nnsmith,
     title = {Finding Deep-Learning Compilation Bugs with NNSmith},
     author = {Liu, Jiawei and Lin, Jinkun and Ruffy, Fabian and Tan, Cheng and Li, Jinyang and Panda, Aurojit and Zhang, Lingming},
     journal = {arXiv preprint arXiv:2207.13066},
     year = {2022},
   }

2. OOPSLA’22

   Coverage-guided tensor compiler fuzzing with joint IR-pass mutation

   Jiawei Liu, Yuxiang Wei, Sen Yang, Yinlin Deng,  and Lingming Zhang

   Proceedings of the ACM on Programming Languages 6 (OOPSLA1), Apr 2022

   DOI Bib Code Artifact

   @article{tzer,
     title = {Coverage-guided tensor compiler fuzzing with joint IR-pass mutation},
     author = {Liu, Jiawei and Wei, Yuxiang and Yang, Sen and Deng, Yinlin and Zhang, Lingming},
     journal = {Proceedings of the ACM on Programming Languages},
     volume = {6},
     number = {OOPSLA1},
     pages = {1--26},
     year = {2022},
     publisher = {ACM New York, NY, USA},
     url = {https://doi.org/10.1145/3527317},
     doi = {10.1145/3527317},
     month = apr,
     articleno = {73},
   }

2021

1. ACMMM’21 (OSC)

   Fast and Flexible Human Pose Estimation with HyperPose

   Yixiao Guo*,  Jiawei Liu*, Guo Li*, Luo Mai,  and Hao Dong

   Proceedings of the 29th ACM International Conference on Multimedia, Apr 2021

   DOI Bib PDF Code Website

   @inbook{guo2021fast,
     title = {Fast and Flexible Human Pose Estimation with HyperPose},
     author = {Guo, Yixiao and Liu, Jiawei and Li, Guo and Mai, Luo and Dong, Hao},
     booktitle = {Proceedings of the 29th ACM International Conference on Multimedia},
     pages = {3763--3766},
     year = {2021},
     isbn = {9781450386517},
     publisher = {ACM New York, NY, USA},
     url = {https://doi.org/10.1145/3474085.3478325},
     doi = {10.1145/3474085.3478325},
   }