Fangzhou Liu
Ph.D. Student |
I am currently a first-year Ph.D. student at the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), under the supervision of Prof. Bei Yu since Fall 2023. Previously, I received my B.E. in the School of Electronic Science and Engineering from Nanjing Univeristy (NJU) in 2023.
Machine Learning in EDA
Logic Synthesis Optimization
[C5] Fangzhou Liu, Zehua Pei, Ziyang Yu, Haisheng Zheng, Zhuolun He, Tinghuan Chen, Bei Yu, “CBTune: Contextual Bandit Tuning for Logic Synthesis”, IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Valencia, Spain, Mar. 25–27, 2024.
[C4] Yu Zhang, Yuan Pu, Fangzhou Liu, Peiyu Liao, Kaiyuan Chao, Keren Zhu, Yibo Lin, Bei Yu, “Multi-Electrostatics Based Placement for Non-Integer Multiple-Height Cells”, ACM International Symposium on Physical Design (ISPD), Taipei, Mar. 12–15, 2024.
[C3] Haisheng Zheng, Zhuolun He, Fangzhou Liu, Zehua Pei, Bei Yu, “LSTP: A Logic Synthesis Timing Predictor”, IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), South Korea, Jan. 22–25, 2024.
[C2] Zehua Pei, Fangzhou Liu, Zhuolun He, Guojin Chen, Haisheng Zheng, Keren Zhu, Bei Yu, “AlphaSyn: Logic Synthesis Optimization with Efficient Monte Carlo Tree Search”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), San Francisco, Oct. 29–Nov. 02, 2023.
[C1] Siting Liu*, Ziyi Wang*, Fangzhou Liu, Yibo Lin, Bei Yu, Martin Wong, “Concurrent Sign-off Timing Optimization via Deep Steiner Points Refinement”, ACM/IEEE Design Automation Conference (DAC), San Francisco, Jul. 09–13, 2023.
Ph.D. Computer Science and Engineering, The Chinese University of Hong Kong, Aug 2023 - present
B.Eng. VLSI Design & System Integration, School of Electronic Science and Engineering, Nanjing Univeristy, Sept 2019 - June 2023
Research Intern, Shanghai Artificial Intelligence Laboratory, Sep 2022 - Jun 2023
CENG2010, 2023-R1, Digital Logic Design Laboratory
CSCI1510, 2023-R2, Computer Principles and C Programming
“Qilin Cup” and First Place Award, Integrated Circuit EDA Elite Challenge, 2023
Postgraduate Scholarship, CUHK, 2023-2027
Physics 79 Scholarship, NJU, 2021
People's Scholarship Prize, NJU, 2020 2021 2022