I am currently a third-year PhD student in HumaniSE lab, Monash University in Australia, where I have the privilege of being mentored by Prof Li Li, Prof John Grundy, Prof Chunyang Chen, and Dr Xiao Chen (in a sequence of the length of supervision). I was a PhD student in Monash SMAT Lab, leading by Prof Li Li. My current research project is focused on using SE techniques such as program analysis to enhance the reliability of deployed machine learning (ML) systems, especially for smart mobile apps. This includes assessing the risks associated with ML systems, protecting their intellectual property, and minimizing their attacking surface. Additionally, I am exploring ways to optimize machine learning programs on mobile devices to improve inference efficiency.
PhD, 2021-now
Monash University, Australia
Master of Engineering
University of Electronic Science and Technology of China (UESTC)
Bachelor of Engineering
Wuhan University of Technology, China