@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},}
2022
OOPSLA’22
Coverage-guided tensor compiler fuzzing with joint IR-pass mutation
@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
ACMMM’21 (OSC)
Fast and Flexible Human Pose Estimation with HyperPose
@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},}