Ph.D.
Department of Computer Science and Engineering
The Chinese University of Hong Kong
Email: chenjs1995[at]gmail.com
I obtained my Ph.D. from the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK) in 2021, under the supervision of Prof. Evangeline F.Y. Young. Before that, I received my Bachelor Degree of Computer Science and Technology from Zhejiang University (ZJU).
My research interests include physical design of VLSI circuits and related ML-based problems.
[J2] Jingsong Chen, Jian Kuang, Guowei Zhao, Dennis Huang, Evangeline F. Y. Young, “PROS2.0: a Plug-in for Routability Optimization applied in the State-of-the-art Commercial EDA Tool Using Deep Learning”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022. [Paper]
[J1] Bentian Jiang*, Jingsong Chen*, Jinwei Liu, Lixin Liu, Fangzhou Wang, Xiaopeng Zhang, Evangeline F. Y. Young, “CU.POKer: Placing DNNs on WSE with Optimal Kernel Sizing and Efficient Protocol Optimization”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021 (* co-first authors). [Paper]
[C10] Weihua Xiao*, Shanshan Han*, Yue Yang, Shaoze Yang, Cheng Zheng, Jingsong Chen, Tingyuan Liang, Lei Li, and Weikang Qian, “MiniTNtk: An exact synthesis-based method for minimizing transistor network”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), San Francisco, CA, USA, Oct. 29–Nov. 2, 2023 (* co-first authors).
[C9] Jinwei Liu, Xiaopeng Zhang, Shiju Lin, Xinshi Zang, Jingsong Chen, Bentian Jiang, Martin D.F. Wong, Evangeline F.Y. Young, “Partition and place finite element model on wafer-scale engine”, Annual Design Automation Conference (DAC), San Francisco, CA, USA, July 10–14, 2022. [Paper]
[C8] Tingyuan Liang, Jingsong Chen, Lei Li, Wei Zhang, “AutoCellLibX: Automated Standard Cell Library Extension Based on Pattern Mining”, arXiv preprint arXiv:2207.12314, 2022. [Paper]
[C7] Fangzhou Wang, Lixin Liu, Jingsong Chen, Jinwei Liu, Xinshi Zang, Martin D.F. Wong, “Starfish: An Efficient P&R Co-Optimization Engine with A*-based Partial Rerouting”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Munich, Germany, Nov. 1–4, 2021. [Paper]
[C6] Jingsong Chen, Jian Kuang, Guowei Zhao, Dennis Huang, Evangeline F.Y. Young, “PROS: a Plug-in for Routability Optimization applied in the State-of-the-art Commercial EDA Tool Using Deep Learning”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Virtual Event, Nov. 2–5, 2020. [Paper] [Slides]
[C5] Bentian Jiang*, Jingsong Chen*, Jinwei Liu, Lixin Liu, Fangzhou Wang, Xiaopeng Zhang, Evangeline F.Y. Young, “CU.POKer: Placing DNNs on Wafer-Scale AI Accelerator with Optimal Kernel Sizing”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Virtual Event, Nov. 2–5, 2020 (* co-first authors). [Paper] [Slides]
[C4] Haocheng Li, Gengjie Chen, Bentian Jiang, Jingsong Chen, Evangeline F.Y. Young, “Dr. CU 2.0: A Scalable Detailed Routing Framework with Correct-by-Construction Design Rule Satisfaction”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Westminster, CO, USA, Nov. 4–7, 2019. [Paper] [Slides]
[C3] Jingsong Chen, Jinwei Liu, Gengjie Chen, Dan Zheng, Evangeline F.Y. Young, “MARCH: MAze Routing Under a Concurrent and Hierarchical Scheme for Buses”, Annual Design Automation Conference (DAC), San Francisco, CA, USA, June 24–29, 2019. [Paper] [Slides] [Poster]
[C2] Jingsong Chen, James Shiely, Evangeline F.Y. Young, “Fast detection of largest repeating layout pattern”, SPIE Advanced Lithography Conference, San Jose, CA, Feb. 24–28, 2019. [Paper]
[C1] Gengjie Chen, Chak-Wa Pui, Haocheng Li, Jingsong Chen, Bentian Jiang, Evangeline F.Y. Young, “Detailed Routing by Sparse Grid Graph and Minimum-Area-Captured Path Search”, IEEE/ACM Asia and South Pacific Design Automation Conference (ASPDAC), Tokyo, Japan, Jan 21–24, 2019. [Paper] [Slides]
Dr.CU [C1] [C4] (Evaluator of ICCAD 2019 Global Routing Contest)
First Place Award at Contest on ‘‘Routing with Cell Movement’’ | ICCAD | 2020 | ||||||
DAC Young Fellow Award | DAC | 2020 | ||||||
First Place Award at Contest on ‘‘Wafer-Scale Deep Learning Accelerator Placement’’ | ISPD | 2020 | ||||||
First Place Award at Contest on ‘‘Initial Detailed Routing’’ | ISPD | 2019 | ||||||
First Place Award at Contest on ‘‘Obstacle-Aware On-Track Bus Routing’’ | ICCAD | 2018 | ||||||
Second Place Award at Contest on ‘‘Initial Detailed Routing’’ | ISPD | 2018 | ||||||
Full Postgraduate Studentship | CUHK | 2017 - 2021 | ||||||
Senior Algorithm Engineer | Huawei
On some challenging projects
Oct 2021 – Present, Shenzhen, China
Software Engineer Intern | Cadence Design Systems
Global routing team, mentored by Dennis Huang
Global routing enhancement with deep learning [C6]
May 2019 – Oct. 2019, San Jose, CA, USA
Technical Intern | Synopsys
SEG Proteus geometry engine team, mentored by James Shiely
Layout pattern detection [C2]
June 2018 – Aug. 2018, Shanghai, China
Integration, the VLSI Journal
ACM Design Automation Conference (DAC)
IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
ACM International Symposium on Physical Design (ISPD)
2020Spring: CSCI-1520 Computer Principles and C Programming
2019Fall: CSCI-3190 Introduction to Discrete Mathematics and Algorithms
2019Spring: ENGG-1110 Problem Solving by Programming
2018Fall: CSCI-1130 Introduction to Computing Using Java
2018Spring: CSCI-3170 Introduction to Database Systems
2017Fall: CSCI-3170 Introduction to Database Systems