Scholar
Cong Liu
Google Scholar ID: vpc4bggAAAAJ
University of California Riverside, Professor
Citations & Impact
Citations
4,355
H-index
34
i10-index
83
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Simin Chen graduated in Summer 2024 and joined Columbia University as a post-doc research scientist.
- Multiple papers on enabling and optimizing autonomous robotic systems driven by reinforcement learning and LLM have been accepted by RTSS/IROS/CoLLAs/arXiv.
- A recent (2023) set of research works on understanding and enhancing robustness of machine learning-driven autonomous systems have been accepted by CVPR/ECCV/ACL/ICLR/ISSTA.
- Junfeng Guo graduated in Summer 2023 and joined the University of Maryland at College Park as a post-doc research scientist.
- A recent (2022) set of research works on optimizing and/or testing machine learning-driven autonomous embedded and real-time systems have been accepted by RTSS/ICSE/FSE/ASE/ICLR/CVPR/ECCV.
- Soroush Bateni graduated in Spring 2022 and joined UC Berkeley as a post-doc research scientist.
- Our NeuOS paper has been accepted to USENIX ATC'20!
- Two papers on generating realistic adversarial examples for misleading autonomous steering and adaptive neural nets, respectively, have been accepted to CVPR 2020!
- Two papers on physical-world testing of autonomous driving systems and detecting GPGPU CUDA synchronization bugs, respectively, have been accepted to ICSE 2020!
- Zheng Dong has graduated and joined Wayne State University Computer Science Department as a tenure-track assistant professor.
- Our paper titled 'PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing' has been accepted to the 25th RTAS (RTAS 2019).
- I have graduated my second PhD student, Husheng Zhou. Congratulations, Husheng!
- Our paper titled 'Diagnosing Vehicles with Automotive Batteries' has been accepted to the 25th MobiCom (MobiCom 2019).
- Two papers have been accepted to the 39th RTSS (RTSS 2018): ApNet (exploring approximation potential of DNN for timing predictability), and PredJoule (a timing-predictable energy optimization framework for DNN-driven autonomous systems). Congrats to Soroush Bateni for getting two first-authored papers accepted by RTSS 2018!
- Our paper 'DeepRoad: GAN-based Metamorphic Testing and Input Validation Framework for Autonomous Driving Systems' has been accepted to the 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018).
Research Experience
- Professor in Electrical and Computer Engineering at the University of California, Riverside, and Cooperating Faculty in Computer Science and Engineering.
Background
- Passionate about designing and implementing timing-predictable, resource-efficient, and robust autonomous embedded and real-time systems, with a focus on robotics and autonomous vehicles. Recent projects conduct highly inter-disciplinary research intersecting systems, machine learning, and robotics.
Miscellany
- Interested in working with self-motivated students who strive for research excellence. In the past, students in our group have had excellent academic and industry job placements.
Co-authors