Dr. Bai Xue

I am an associate research professor at State Key Laboratory of Computer Science, Institute of Software Chinese Academy of Sciences since November, 2017. I received the B.Sc. degree in information and computing science from Tianjin University of Technology and Education in 2008, and the Ph.D. degree in applied mathematics from Beihang University in 2014. Prior to joining Institute of Software, I worked as a research fellow in the Centre for High Performance Embedded Systems at Nanyang Technological University from May, 2014 to September, 2015, and as a postdoc in the Department füer Informatik at Carl von Ossietzky Universität Oldenburg from November, 2015 to October, 2017.

My research interests mainly involve, but are not limited to,

  • Safety Verification of (Time-delay/Stochastic) Hybrid Systems
  • Safety Verification of Artificial Intelligence

Professional Activities

Projects

  • Safety Assurance for Machine Learning in CPS (Singapore Ministry of Education)(with NTU, Singapore and ASU, USA)
  • Formal Verification of Delayed Dynamical Systems and Hybrid Systems(National Natural Science Foundation of China)
  • A Human-like Task Palnning, Reasoning and Verification System Research and Applications (National Natural Science Foundation of China)
  • CAS Pioneer Hundred Talents Program (Chinese Academy of Sciences)

Thesis

  • Computing Rigor Quadratic Lyapunov Functions and Under-approximate Reachable Sets for Ordinary Differential Equations. Beihang University, 2013