Publications

2023

1. NeurIPS’23

   &#160 To Appear &#160
   

   Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

   Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang,  and Lingming Zhang

   arXiv preprint arXiv:2305.01210. 2023

   arXiv Bib </div>

   @article{liu2023IsYC,
     title = {Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation},
     author = {Liu, Jiawei and Xia, Chunqiu Steven and Wang, Yuyao and Zhang, Lingming},
     journal = {arXiv preprint arXiv:2305.01210},
     year = {2023},
   }

   </div> </div></li>
2. ESEC/FSE’23

   &#160 To Appear &#160
   

   

   NeuRI: Diversifying DNN Generation via Inductive Rule Inference

   Jiawei Liu, Jinjun Peng, Yuyao Wang,  and Lingming Zhang

   arXiv preprint arXiv:2302.02261. 2023

   arXiv Bib Artifact

   @article{liu2023neuri,
     title = {NeuRI: Diversifying DNN Generation via Inductive Rule Inference},
     author = {Liu, Jiawei and Peng, Jinjun and Wang, Yuyao and Zhang, Lingming},
     journal = {arXiv preprint arXiv:2302.02261},
     year = {2023},
   }

3. ASPLOS’23

   🏆 &#160 Distinguished Artifact &#160 🏆

   

   NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers

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

   Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2. 2023

   DOI arXiv Bib Poster Slides Artifact </div>

   @inproceedings{liu2023nnsmith,
     author = {Liu, Jiawei and Lin, Jinkun and Ruffy, Fabian and Tan, Cheng and Li, Jinyang and Panda, Aurojit and Zhang, Lingming},
     title = {NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers},
     year = {2023},
     isbn = {9781450399166},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     url = {https://doi.org/10.1145/3575693.3575707},
     doi = {10.1145/3575693.3575707},
     booktitle = {Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2},
     pages = {530--543},
     numpages = {14},
     keywords = {Deep Learning Compilers, Compiler Testing, Fuzzing},
     location = {Vancouver, BC, Canada},
     series = {ASPLOS 2023},
   }

   </div> </div></li></ol>

   2022

   1. 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 Slides Artifact

      @article{liu2022coverage,
        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 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},
      }

   </div>