My primary research goal is to make future software infrastructures: easy-to-use, high-performance and reliable. At present, I am developing PLSE techniques to make ML Systems reliable and efficient.
🤗 Open to collaborate! We should chat if you are also interested in fuzzing and building ML Systems!
Pre-printFinding Deep-Learning Compilation Bugs with NNSmitharXiv preprint arXiv:2207.13066 2022
OOPSLA’22Coverage-guided tensor compiler fuzzing with joint IR-pass mutationProceedings of the ACM on Programming Languages 6 (OOPSLA1), Apr 2022
ACMMM’21 (OSC)Fast and Flexible Human Pose Estimation with HyperPoseProceedings of the 29th ACM International Conference on Multimedia, Apr 2021
OctoML, Smr. 2022 Pattern Language