I am a fourth-year Ph.D. student
at the New York University System Group, advised by Prof. Jinyang Li and Prof. Aurojit Panda.
I obtained a bachelor degree of Computer Science from Tsinghua University in 2019.
I'm broadly interested in building high-performance system infrastructures.
Publications
- NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers. [Paper]
Jiawei Liu*, Jinkun Lin*(Equal Contribution), Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda, Lingming Zhang. ASPLOS’ 2023.
- Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments. [Paper][Poster]
Jinkun Lin*, Anqi Zhang* (Equal Contribution), Mathias Lécuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen. ICML' 2022.
- HOP: Heterogeneity-Aware Decentralized Training. [Paper]
Qinyi Luo, Jinkun Lin, Youwei Zhuo, Xuehai Qian. ASPLOS' 2019.