Dr. Bai Xue

Room 215, Building 5
State Key Laboratory of Computer Science
Institute of Software, Chinese Academy of Sciences
No. 4, South Fourth Street, Zhong Guan Cun
Beijing, China 100190
Email: xuebai@ios.ac.cn
Phone: +86-10-6266-1624
Homepage[Chinsese]: http://people.ucas.ac.cn/~xuebai

I am a research professor at State Key Laboratory of Computer Science, Institute of Software Chinese Academy of Sciences (CAS) since September 2021.

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 as an associate research professor in November 2017, 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.

News
April. 22, 2023

Our paper ' Reach-avoid Verification Based on Convex Optimization' was accepted by IEEE TAC!

April. 20, 2023

Our paper 'Model Predictive Control with Reach-avoid Analysis' was accepted by IJCAI2023!

April. 10, 2023

Our paper ' Safety Verification for Neural Networks Based on Set-boundary Analysis' was accepted by TASE2023!

Dec. 19, 2022

Our prototyping tool PyBDR, which implements ourset-boundary reachability method, is online!

Sep. 19, 2022

Our paper ' Encoding inductive invariants as barrier certificates: synthesis via difference-of-convex programming' was accepted by Information and Computation!

Sep. 15, 2022

Our paper ' Inner-approximating Robust Reach-avoid Sets for Discrete-time Polynomial Dynamical Systems' was accepted by IEEE TAC!

Aug. 23, 2022

Our paper ' Stability Verification for Heterogeneous Complex Networks via Iterative SOS Programming' was accepted by The IEEE Control Systems Letters!

July 16, 2022

Our paper ' Tight Outer-approximation of Controlled Reach-avoid Sets for Polynomial Systems' was accepted by CDC2022!

Feb. 01, 2022

Our paper ' Differential Games Based on Invariant Sets Generation' was accepted by ACC2022!

Dec. 03, 2021

Our paper ' Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning' was accepted by ICSE2022!

Research Interests
My research interests mainly involve, but are not limited to,
  • Formal Verification of (Time-delay/Stochastic) Hybrid Systems
  • Formal Verification of Artificial Intelligence
    • Professional Activities
  • HSCC 2023, PC Member
  • AAAI 2023, PC Member
  • SETTA 2022, PC Member
  • RADAS 2021, PC Member
  • HSCC 2022, PC Member
  • CCF Chinasoft 2021 FMAC, PC Member
  • CCF Chinasoft 2021 AVIS, PC Member
  • SETTA 2021, PC Member
  • MEMOCODE 2021, Publicity Chair
  • EMSOFT 2021, PC Member
  • AAAI 2021, PC Member
  • HSCC 2021, PC Member
  • CCF TCFM, Committee member
  • CCF Computing History, Committee member
  • EMSOFT 2020, PC Member
  • HSCC 2020, POSTER/DEMO PC Memmber
  • ICCPS 2020, Publicity Chair(Asia)
  • EMSOFT 2019, PC Member
  • MEMOCODE 2019, Publicity Chair
  • EMSOFT 2018, WiP Committee Member
  • SSFM 2018/2019(Summer School on Formal Methods), Local Organizer
    • Projects
  • Formal Verification of Task-driven Robotic Hybrid Systems (CCF-Huawei Formal Methods Innovation Research Funding, 2021--2022)
  • Trust to Train and Train to Trust: Agent Training Programs for Safety-Critical Environments (Singapore Ministry of Education)(with NUS, NTU, SMU, 2021--2025)
  • Safety Assurance for Machine Learning in CPS (Singapore Ministry of Education)(with NTU, Singapore and ASU, USA, 2020--2023)
  • Formal Verification of Delayed Dynamical Systems and Hybrid Systems(National Natural Science Foundation of China, 2019--2022)
  • A Human-like Task Palnning, Reasoning and Verification System Research and Applications (National Natural Science Foundation of China, 2019--2023)
    • Thesis
    Group Members
  • Changyuan Zhao
  • Dejin Ren
  • Zhen Liang
  • Jianqiang Ding
  • Taoran Wu
  • Chenyu Wu
  • Yonghan Li
    • Alumni
  • Renjue Li