Liu Liu

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

Research

Primary Research Focus
Computer Architecture and Systems
Other Focus Areas
  • Domain-Specific Architectures
  • Algorithm-Architecture Co-Design
  • Machine Learning Systems

Teaching

Current Courses

ECSE 4770 Computer Hardware Design - Fall 2022

Publications

The following is a selection of recent publications in Scopus. Liu Liu has 17 indexed publications in the subjects of Computer Science, Engineering, and Social Sciences.

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
.
Liu Liu, Jie Tang, Shaoshan Liu, Bo Yu, Yuan Xie, Jean Luc Gaudiot
Computer
, 54
, 2021
, pp.14-25
.
Liu Liu, Zheng Qu, Lei Deng, Fengbin Tu, Shuangchen Li, Xing Hu, Zhenyu Gu, Yufei Ding, Yuan Xie
Proceedings of the Annual International Symposium on Microarchitecture, MICRO
, 2020-October
, 2020
, pp.738-750
.
Fei Sun, Minghai Qin, Tianyun Zhang, Liu Liu, Yen Kuang Chen, Yuan Xie
Proceedings - Design Automation Conference
, 2020-July
, 2020
.
Liu Liu, Lei Deng, Zhaodong Chen, Yuke Wang, Shuangchen Li, Jingwei Zhang, Yihua Yang, Zhenyu Gu, Yufei Ding, Yuan Xie
37th International Conference on Machine Learning, ICML 2020
, PartF168147-8
, 2020
, pp.6161-6171
.

View All Scopus Publications

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