Liangkai Liu
CS Research Fellow at University of Michgan, Real-Time Computing Laboratory (RTCL), working with Prof. Kang G. Shin. I did my PhD at Wayne State University's Connected and Autonomous Research Lab (CAR), working with Prof. Weisong Shi.
My research is at the intersection of Autonomous Driving and Computing Systems.
Current focus on safe & predictable ML systems for CAVs.
You can reach me at liangkai at umich dot edu.
Office: 4944 Beyster
Education
Wayne State University PhD of Computer Science GPA: 3.98/4.0 Jan 2018 - May 2023
Wayne State University Master of Computer Science GPA: 4.0/4.0 Jan 2018 - December 2020
Xidian University Bachelor of Telecommunication Engineering GPA: 3.25/4.0 Aug 2013 - Jun 2017
News
(06/24) One co-first authored paper accepted by ICCAD 2024!
(02/24) One co-authored paper accepted by DAC'24!
(09/23) Join Real-Time Computing Laboratory (RTCL) at the University of Michigan as a research fellow, working with Prof. Kang Shin!
(03/23) Paper "Fuel Rate Prediction for Heavy-Duty Trucks" accepted to IEEE Transactions on Intelligent Transportation Systems!
(02/23) Received the Department Travel Award for Outstanding Conference Publications at Top Conferences tracked by CSRankings.org, 2023!
(01/23) Paper "An Open Approach to Energy-Efficient Autonomous Mobile Robots" accepted by 2023 IEEE International Conference on Robotics and Automation (ICRA).
(01/23) The paper "Compositional Mixed-Criticality Systems with Multiple Executions and Resource-Budgets Model" accepted by IEEE RTAS 2023.
(11/22) Received the RTSS 2022 Student Travel Grant!
(11/22) Received the Department Travel Award for Outstanding Conference Publications at Top Conferences tracked by CSRankings.org, 2022!
(11/22) Invited to give a talk on "Computing Systems for Connected and Autonomous Vehicles" to UIUC's research group of physical-AI.
(10/22) Invited to join the Technical Steering Committee of the Autoware Foundation on behave of the CAR Lab!
(09/22) If you are interested in research papers in conneted and autonomous vehicles, please check out my paper list at Awesome-CAV-System-Paper!
(09/22) Prophet accepted to IEEE RTSS'22!
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Work Experience
Argonne National Laboratory, USA
Research Intern (May 2021 - Aug. 2021)
Argonne National Laboratory, USA
Research Intern (May 2020 - Aug. 2020)
NetEase Hangzhou Research Center, Hangzhou China
Research Intern (Jul. 2017 - Oct. 2017)
Awards
Department Travel Award for Outstanding Conference Publications, 2023.
RTSS Student Travel Grant, 2022.
Department Travel Award for Outstanding Conference Publications, 2022.
NSF ACM/IEEE SEC Travel Grant 2021/2019/2018.
2016 Top Ten Seniors Award, School of Telecommunication Engineering, Xidian University.
2016 First Prize, CETC-10 Literature Review Contest.
Professional Services
Technical Steering Committee, Autoware Foundation
Web Chair, the 30th Annual International Conference On Mobile Computing And Networking (MobiCom'24)
Program Committee, IEEE MOST 2024
Program Committee, SenSys'23 Posters & Demos
Session Chair, IEEE MOST 2023
Web Chair, 2020-2022, ACM/IEEE Symposium on Edge Computing (SEC)
Web Chair, 2020-2022, International Conference on Connected and Autonomous Driving (MetroCAD)
Journal Reviewer
IEEE Communications Magazine
Proceedings of the IEEE
IEEE Transactions for Vehicular Technology
IEEE Vehicular Technology Magazine
IEEE Transactions on Services Computing
IEEE Internet of Things Journal
IEEE Network Magazine
IEEE Internet Computing
IEEE Transactions on Network Science and Engineering
IEEE Transactions on Intelligent Transportation Systems
IEEE Robotics and Automation Letters
Conference Reviewer
CVPR 2024
IEEE/RSJ IROS 2023/2022
IEEE ICRA 2023
Invited Talks
10/23 Building Predictable and Energy-Efficient Computing Systems for Autonomous Vehicles/Robots, California State Polytechnic University.
10/23 Building Predictable and Energy-Efficient Computing Systems for Autonomous Vehicles/Robots, University of Michigan EECS 571.
05/23 Introduction to Autonomous Driving, HensHack at University of Delaware.
10/22 Computing systems for connected and autonomous driving, UIUC physical AI group.
Mentored Students
Mingyu Guo (undergraduate student at the University of Wisconsin–Madison)
Justin Baskaran (Software Engineer II at Cox Automotive Inc.)
Yuchen Chueh (master student at Carnegie Mellon University)
Sanjith Udupa (Novi High School)