Ph.D. Student, Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK) E-post: yuziyang96 [@] gmail.com

About me

Currently I'm a Ph.D. student in computer science and engineering from The Chinese University of Hong Kong (CUHK). My supervisor is Prof. Bei Yu. Prior to that, I received the M.S. degree in applied physics from The University of Hong Kong (HKU) in 2020 under the supervision of Prof. Jian Wang, and B.S. degree in applied physics from The University of Science and Technology of China (USTC) in 2018.

Research

My research interests include

• Electronic Design Automation

• Design Space Exploration

• Machine Learning

Publications

Journal Papers

• [J2] Ziyang Yu, Peiyu Liao, Yuzhe Ma, Bei Yu, Martin D.F. Wong, “CTM-SRAF: Continuous Transmission Mask-based Constraint-aware Sub Resolution Assist Feature Generation”, accepted by IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).

• [J1] Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu, “A GPU-enabled Level Set Method for Mask Optimization”, accepted by IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).

Conference Papers

• [C4] Wenqian Zhao, Xufeng Yao, Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu, “AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns”,IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Oct. 30–Nov. 3, 2022.

• [C3] Guojin Chen, Ziyang Yu, Hongduo Liu, Yuzhe Ma, Bei Yu, “DevelSet: Deep Neural Level Set for Instant Mask Optimization”,IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 1–4, 2021.

• [C2] Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu, “A GPU-enabled Level Set Method for Mask Optimization”, IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Feb. 1-5, 2021.

• [C1] Yuzhe Ma, Ziyang Yu, Bei Yu,“CAD Tool Design Space Exploration via Bayesian Optimization”, ACM/IEEE Workshop on Machine Learning for CAD (MLCAD), Alberta, Canada, Sep. 3-4, 2019.

Experience

Research Assistant | The University of Hong Kong

• Advisor: Prof. Jian Wang
  Jan 2018 - May 2018

Awards

Postgraduate Scholarship                         CUHK    2021-2024
Postgraduate Scholarship                         HKU     2018-2020
Outstanding Student Scholarship           USTC     2015
Outstanding Freshman Scholarship       USTC     2014

Skills

• Languages: C/C++, Python, Matlab, LaTex

• Platforms: Windows, MacOS, Linux