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Yuan PU (蒲渊)Ph.D. Student
Department of Computer Science and Engineering
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Biography
I am a first-year Ph.D. Student at the Department of Computer Science and Engineering, the Chinese University of Hong Kong (CUHK), supervised by Prof. Bei YU since 2023 Fall. Prior to that, I obtained my B.Sc. degree in Computer Science from The Chinese University of Hong Kong in 2022.
Recent News
Our paper Lesyn is accepted by DAC 2024.
Our work Incremacro is nominated as bets paper candidate by ISPD 2024.
Research Interest
AI in EDA
Combinatorial Algorithms in EDA
Publication
Conference papers
[C6] Hongduo Liu, Peng Xu, Yuan Pu, Lihao Yin, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu, “NeuroSelect: Learning to Select Clauses in SAT Solvers”, ACM/IEEE Design Automation Conference (DAC), San Francisco, Jun. 23–27, 2024.
[C5] Yuan Pu, Fangzhou Liu, Yu Zhang, Zhuolun He, Kai-Yuan Chao, Yibo Lin, and Bei Yu. “Lesyn: Placement-aware Logic Resynthesis for Non-Integer Multiple-Cell-Height Designs,” ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, Jun. 23–27, 2024.
[C4] Yu Zhang, Yuan Pu, Fangzhou Liu, Peiyu Liao, Kaiyuan Chao, Keren Zhu, Yibo Lin, Bei Yu, “Multi-Electrostatics Based Placement for Non-Integer Multiple-Height Cells”, ACM International Symposium on Physical Design (ISPD), Taipei, Mar. 12–15, 2024.
[C3] Yuan Pu, Tinghuan Chen, Zhuolun He, Chen Bai, Haisheng Zheng, Yibo Lin, Bei Yu, “IncreMacro: Incremental Macro Placement Refinement”, ACM International Symposium on Physical Design (ISPD), Taipei, Mar. 12–15, 2024. (Best Paper Award Nomination)
[C2] Siting Liu, Yuan Pu, Peiyu Liao, Hongzhong Wu, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu, “FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler (Extended Abstract)”, International Joint Conference on Artificial Intelligence (IJCAI), Macau, Aug. 19–25, 2023.
[C1] Ziyi Wang, Siting Liu, Yuan Pu, Song Chen, Tsung-Yi Ho, Bei Yu, “Realistic Sign-off Timing Prediction via Multimodal Fusion”, ACM/IEEE Design Automation Conference (DAC), San Francisco, Jul. 09–13, 2023
Journal papers
[J1] Siting Liu, Yuan Pu, Peiyu Liao, Hongzhong Wu, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu, “FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 42, no. 07, pp. 2317–2330, 2023.
Education
Ph.D., Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), Aug/2023 - Now
B.Sc., Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), Aug/2018 - Jun/2022
Experiences
Shanghai AI lab Shanghai, China
Intern, Oct. 2022 - Jul. 2023
CUHK Hong Kong, China
Research assistant, Jun. 2022 - Jun. 2023
Supervised by Prof. Bei YU
SmartMore Hong Kong, China
Intern, Jan. 2022 - Jul. 2022
CUHK Hong Kong, China
Research assistant, Jun. 2020 - Jun. 2022
Supervised by Prof. Jack Lee
Selected Awards
| Fifth Place, | MLCAD 2023 contest, FPGA Macro Placement, | 2023 |
| Full Postgraduate Studentship, | The Chinese University of Hong Kong, | 2023-2027 |
| Special Award, Second Runner-Up, | Professor Charles K. Kao Student Creativity Awards 2021 (PCKKSCA) | 2021 |
Skills
Languages: C/C++, Python.
Tools : PyTorch, Tensorflow, Innovus, Vivado.