Lixin Liu
Ph.D. Candidate
Department of Computer Science and Engineering
The Chinese University of Hong Kong
Email: lxliu [at] cse.cuhk.edu.hk
kerryliu1997 [at] gmail.com
[CV] | [Github] | [Google Scholar] | [Linkedin]
The Chinese University of Hong Kong
kerryliu1997 [at] gmail.com
Biography
I am currently a final-year Ph.D. candidate at the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), advised by Prof. Evangeline F.Y. Young since Fall 2019. Previously, I obtained my Bachelor's degree majored in Electronics Science and Technology (Talented Student Program) from South China University of Technology (SCUT). My research interests lie primarily in GPU accelerated Placement and Routing (PnR) in VLSI Physical Design. I am also interested in distributed deep learning systems.
Publications
Conference Papers
Starfish: An Efficient P&R Co-Optimization Engine with A*-based Partial Rerouting
Fangzhou Wang, Lixin Liu, Jingsong Chen, Jinwei Liu, Xinshi Zang, Martin DF Wong
IEEE/ACM International Conference On Computer Aided Design (ICCAD) 2021
[Slides]
Building up End-to-end Mask Optimization Framework with Self-training
Bentian Jiang, Xiaopeng Zhang, Lixin Liu, Evangeline F.Y. Young
ACM International Symposium on Physical Design (ISPD) 2021
[Slides]
CU.POKer: Placing DNNs on Wafer-Scale AI Accelerator with Optimal Kernel Sizing
Bentian Jiang, Jingsong Chen, Jinwei Liu, Lixin Liu, Fangzhou Wang, Xiaopeng Zhang, Evangeline F.Y. Young
IEEE/ACM International Conference On Computer Aided Design (ICCAD) 2020
[Slides]
Learning towards Minimum Hyperspherical Energy
Weiyang Liu, Rongmei Lin, Zhen Liu, Lixin Liu, Zhiding Yu, Bo Dai, Le Song
Annual Conference on Neural Information Processing Systems (NeurIPS) 2018
[Code] | [SphereFace+]
Journal Papers
Neural-ILT 2.0: Migrating ILT to Domain-specific and Multi-task-enabled Neural Network
Bentian Jiang, Lixin Liu, Yuzhe Ma, Bei Yu, Evangeline F.Y. Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 2021
[Code]
CU. POKer: Placing DNNs on WSE with Optimal Kernel Sizing and Efficient Protocol Optimization
Bentian Jiang, Jingsong Chen, Jinwei Liu, Lixin Liu, Fangzhou Wang, Xiaopeng Zhang, Evangeline F.Y. Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 2021
Honors & Awards
- 2nd Place at Contest on “Microarchitecture Design Space Exploration”, ICCAD, 2022
- Talent Development Scholarship, CUHK, 2022
- 1st Place at Contest on “Routing with Cell Movement”, ICCAD, 2020
- DAC Young Fellow Award, DAC, 2020
- 1st Place at Contest on “Wafer-Scale Deep Learning Accelerator Placement”, ISPD, 2020
- Full Postgraduate Studentship, CUHK, 2019-Present
- Undergraduate Scholarship, SCUT, 2018
- Jianzhong Cai Scholarship, SCUT, 2016
- Talented Student Program, SCUT, 2015
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