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CII 6123
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liu.liu@rpi.edu
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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.
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
- Domain-Specific Architectures
- Algorithm-Architecture Co-Design
- Machine Learning Systems
Efficient, Parallel, and Intelligent Computing (EPIC) Lab
Teaching
ECSE 4770 Computer Hardware Design - Fall 2022, Fall 2023
Publications
The following is a selection of recent publications in Scopus. Liu Liu has 21 indexed publications in the subjects of Computer Science, Engineering, Mathematics.