Name:Mingyi Zhou

Bio:

I am currently a third-year PhD student at Monash University in Australia, where I have the privilege of being mentored by Prof John Grundy, Prof Li Li, Dr Chunyang Chen, and Dr Xiao Chen.

My current research project is focused on using program analysis to enhance the reliability of deployed machine learning models. This includes assessing the risks associated with these models, safeguarding model information, and minimizing their vulnerability to attacks. Additionally, I am exploring ways to optimize machine learning programs post-deployment to boost inference efficiency.

Country:Australia

Affiliation:Monash University

Research interests:SE for AI, responsible AI