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Ziyi WangPh.D. student Department of Computer Science and Engineering |
Biography
I am currently a 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 from Fall 2021.
Previously, I received my B.S. in the Department of Computer Science and Technology from Fudan University.
My research interests include machine learning in EDA and Graph learning.
Besides research, I love playing badminton in my spare time.
News
2023.2.14 Congratulation! Two publications in DAC as first/co-first author!
2022.11.17 Congratulation! Frist publication in TCAD!
2022.02.13 Congratulation! Our work on netlist learning is recieved by DAC!
2021.07.14 Congratulation! First publication in ICCAD as co-first author!
Publications
Journal Papers
Ziyi Wang*, Wenqian Zhao, Yuan Pu, Lei Chen, Wilson Wang Kit Thong, Weihua Sheng, Tsung-Yi Ho, Bei Yu, “ParSGCN: Bridging the Gap Between Emulation Partitioning and Scheduling”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024.
Ziyi Wang*, Chen Bai, Zhuolun He, Guangliang Zhang, Qiang Xu, Tsung-Yi Ho, Yu Huang, Bei Yu, “FGNN2: A Powerful Pre-Training Framework for Learning the Logic Functionality of Circuits”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022.
Ziyi Wang*, Zhuolun He*, Chen Bai, Haoyu Yang, Bei Yu, “Efficient Arithmetic Block Identification with Graph Learning and Network-flow”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022.
Conference Papers
Ziyi Wang*, Siting Liu*, Yuan Pu, Song Chen, Tsung-Yi Ho, Bei Yu, “Restructure-Tolerant Timing Prediction via Multimodal Fusion”, ACM/IEEE Design Automation Conference (DAC), San Francisco, Jul. 09–13, 2023.
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. (* represents equal contribution)
Ziyi Wang, Chen Bai, Zhuolun He, Guangliang Zhang, Qiang Xu, Tsung-Yi Ho, Bei Yu, Yu Huang, “Functionality Matters in Netlist Representation Learning”, ACM/IEEE Design Automation Conference (DAC), Jul. 10–14, 2022.
Zhuolun He*, Ziyi Wang*, Chen Bai, Haoyu Yang, Bei Yu, “Graph Learning-Based Arithmetic Block Identification”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 1–4, 2021. (* represents equal contribution)
Education
Ph.D. Computer Science and Engineering, The Chinese University of Hong Kong, Aug 2021 - present
B.S. Computer Science and Technology, Fudan University, Sept 2016 - Jun 2021