Jiawei LIU

I am a CS PhD student at UIUC advised by Lingming Zhang since 2021 Fall.
My research goal is to make software systems: easy-to-use, fast and reliable by improving their programmability, performance and reliability.
Recently I am working on automating the validation of deep learning toolchains with DNN synthesis and reduction. More generally, I am interested in program analysis/optimization, verification/validation and machine learning techniques.
🤗 Feel free to drop me an email if we share common research interest.
News
Sep 20, 2022 | NNSmith accepted by ASPLOS’23! Check our pre-print, code and artifact! |
---|---|
Jan 25, 2022 | I will join OctoML as a Summer intern to build the next-generation TVM! |
Dec 16, 2021 | Our tensor compiler fuzzing work, Tzer, accepted by OOPSLA’22! |
Publications
Internship
OctoML, Smr. 2022 Â Pattern Language
Alibaba DAMO, Smr. 2021 GNN Serving
Talks
Finding Deep-Learning Compilation Bugs with NNSmith- Software Engineering Retreat, University of Illinois at Urbana-Champaign Sept. 2022
- SPLASH/OOPSLA Conference Talk Nov. 2022
- SAMPL Lunch Talks, University of Washington [Video] May 2022
- Software Engineering Seminar, University of Illinois at Urbana-Champaign Apr. 2022