Anything one man can imagine, other men can make it real.

Hi, I am now a Ph.D. student at The Chinese University of Hong Kong (CUHK-CSE) advised by Prof. Bei Yu. My research interests include deep learning in VLSI, computer vision. Previously, I did some work on EDA (electronic design automation) related topics. Now I’m very interested in reinforcement learning on chips and large scale distributed training. I am also looking for academic visit or research interns. My open source contributions can be found on my github profile.


News

2022-06 Two papers were accepted by ICCAD 2022.
2022-06 One paper was accepted by ECCV 2022.
2021-07 One paper about deep level set was accepted by ICCAD 2021.
2020-07 One paper about full chip scale OPC was accepted by ICCAD 2020.

Education

Aug 2021 - Present Ph.D. in Computer Science
The Chinese University of Hong Kong
Aug 2019 - May 2020 M.S. in Computer Science
The Chinese University of Hong Kong
Aug 2015 - May 2019 B.S. in Computer Science
Huazhong University of Science and Technology

All Publications Google Scholar

2022

AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns
Wenqian Zhao, Xufeng Yao, Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu and Martin Wong
IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2022
[C6]
Efficient Point Cloud Analysis Using Hilbert Curve
Wanli Chen, Xinge Zhu, Guojin Chen, and Bei Yu
European Conference on Computer Vision 2022, ECCV 2022
[C5]

2021

DevelSet: Deep Neural Level Set for Instant Mask optimization
Guojin Chen, Ziyang Yu, Hongduo Liu, Yuzhe Ma, and Bei Yu
IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021
[C4] [abs] [paper]
Learning Point Clouds in EDA. (Invited Paper)
Wei Li, Guojin Chen, Haoyu Yang, Ran Chen and Bei Yu
ACM International Symposium on Physical Design, ISPD 2021
[C3] [abs] [preprint] [slides] [bibtex]

2020

A GPU-enabled Level Set Method for Mask Optimization
Ziyang Yu, Guojin Chen, Yuzhe Ma and Bei Yu
IEEE/ACM Proceedings Design, Automation and Test in Europe, DATE 2021
[C2] [abs] [preprint] [slides]
DAMO: Deep Agile Mask Optimization for Full Chip Scale
Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang and Bei Yu
IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2020
[C1] [abs] [preprint] [arXiv] [whova] [bibtex]

Experience

Nov 2020 - July 2021 Smartmore Co.Ltd, Research Intern
Aug 2020 - Aug 2021 CUHK, Research Assistant
June 2018 - Sept 2018 Tencent Labs, Research Intern

Honors & Awards

May 2020 Distinguished Academic Performance Scholarship, CUHK.
2015 - 2019 First Class Scholarship, HUST, the highest scholarship in HUST.
Nov 2016 National Encouragement Scholarship, HUST, Ministry of Education, PRC
Feb 2015 First Prize, The 31st Chinese Physics Olympiad.

Certificates

Nov 2020 ICCAD 2020 Speaker Certificate of Appreciation Presented to Guojin Chen.
Feb 2015 Guojin Chen won first prize in the 31st Chinese Physics Olympiad.

Last updated on 2022-07-30 , thanks to Bamos for the blog template.