About
Liu Liu has been with the Department of Electrical, Computer, and Systems Engineering at Rensselaer Polytechnic Institute (RPI) as an assistant professor since July 2022. He has a Ph.D. in Computer Science at University of California, Santa Barbara. His research interests reside in the intersection between computer architecture and machine learning, towards high-performance, energy-efficient, and robust machine intelligence. He leads the research on Elastic Processing & Hardware Architectures, with publications in top-tier conferences on machine learning and computer architecture (e.g., ICML, ICLR, MICRO, and ASPLOS). He earned an M.S. in Electrical and Computer Engineering from UC Santa Barbara in 2015. He is a recipient of the Peter J Frenkel Fellowship from the Institute of Energy Efficiency at UCSB.
Education & Training
Ph.D. in Computer Science, University of California, Santa Barbara, 2022
M.S. in Electrical & Computer Engineering, University of California, Santa Barbara, 2015
B.E. in Optoelectronics, University of Electronic Science and Technology of China, 2013
Other affililations:
Computer Science
Research
Primary Research Focus
Computer Architecture and Systems
Other Focus Areas
- Domain-Specific Architectures
- Algorithm-Architecture Co-Design
- Machine Learning Systems
Research Groups
Efficient, Parallel, and Intelligent Computing (EPIC) Lab
Teaching
Current Courses
ECSE 4770 Computer Hardware Design - Fall 2022, Fall 2023
The following is a selection of recent publications in Scopus. Liu Liu has 21 indexed publications in the subjects of Computer Science, Engineering, Mathematics.
Siqi Li, Jilan Lin, Fengbin Tu, Zheng Wang, Liu Liu, Yangwook Kang, Yufei Ding, Yuan Xie
Proceedings - International Symposium on Computer Architecture
, 2023
, pp.814-827
.
Zhaodong Chen, Zheng Qu, Yuying Quan, Liu Liu, Yufei Ding, Yuan Xie
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP
, 2023
, pp.369-379
.
Ziqiang Shi, Zhongling Liu, Liu Liu, Rujie Liu, Takuma Yamamoto, Xiaoyu Mi, Daisuke Uchida
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
, 2023-June
, 2023
, pp.5391-5398
.
Fengbin Tu, Zihan Wu, Yiqi Wang, Ling Liang, Liu Liu, Yufei Ding, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin
IEEE Journal of Solid-State Circuits
, 58
, 2023
, pp.1798-1809
.
Jilan Lin, Ling Liang, Zheng Qu, Ishtiyaque Ahmad, Liu Liu, Fengbin Tu, Trinabh Gupta, Yufei Ding, Yuan Xie
Proceedings - International Symposium on Computer Architecture
, 2022
, pp.102-115
.
Bangyan Wang, Lei Deng, Fei Sun, Guohao Dai, Liu Liu, Yu Wang, Yuan Xie
International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS
, 2022
, pp.669-682
.
Zheng Qu, Liu Liu, Fengbin Tu, Zhaodong Chen, Yufei Ding, Yuan Xie
International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS
, 2022
, pp.14-26
.
Fengbin Tu, Zihan Wu, Yiqi Wang, Ling Liang, Liu Liu, Yufei Ding, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin
Digest of Technical Papers - IEEE International Solid-State Circuits Conference
, 2022-February
, 2022
, pp.466-468
.
Zhaodong Chen, Zheng Qu, Liu Liu, Yufei Ding, Yuan Xie
International Conference for High Performance Computing, Networking, Storage and Analysis, SC
, 2021
.
Liu Liu, Jilan Lin, Zheng Qu, Yufei Ding, Yuan Xie
Proceedings of the Annual International Symposium on Microarchitecture, MICRO
, 2021
, pp.1309-1322
.
View All Scopus Publications
