About

Bibliography

Hi, I am Peiyu. Currently I am a Ph.D. student at the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), under the supervision of Prof. Bei Yu. Previously, I received my M.Sc. degree in Information Technology from the Hong Kong University of Science and Technology (HKUST) in 2019, and my Bachelor degree in Applied Mathematics from Zhejiang University (ZJU) in 2017.

Publications

Journal Papers

  1. Peiyu Liao*, Yuxuan Zhao*, Dawei Guo, Yibo Lin, Bei Yu, “Analytical Die-to-Die 3D Placement with Bistratal Wirelength Model and GPU Acceleration”, accepted by IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023, arxiv preprint: 2310.07424.
  2. Peiyu Liao, Dawei Guo, Zizheng Guo, Siting Liu, Yibo Lin, Bei Yu, “DREAMPlace 4.0: Timing-driven Placement with Momentum-based Net Weighting and Lagrangian-based Refinement”, accepted by IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).
  3. 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”, accepted by IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).

Conference Papers

  1. Haoyuan Wu*, Xinyun Zhang*, Peng Xu, Peiyu Liao, Xufeng Yao, Bei Yu, “\(p\)-Laplacian Adaptation for Generative Pre-trained Vision-Language Models”, AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Feb. 20–27, 2024.
  2. Hongduo Liu, Peiyu Liao, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu, “Parallel Gröbner Basis Rewriting and Memory Optimization for Efficient Multiplier Verification”, IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Valencia, Spain, Mar. 25–27, 2024.
  3. 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.
  4. 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.
  5. Hongduo Liu, Peiyu Liao, Mengchuan Zou, Bowen Pang, Xijun Li, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu, “Layout Decomposition via Boolean Satisfiability”, ACM/IEEE Design Automation Conference (DAC), San Francisco, Jul. 09–13, 2023.
  6. Peiyu Liao, Hongduo Liu, Yibo Lin, Bei Yu, Martin Wong, “On a Moreau Envelope Wirelength Model for Analytical Global Placement”, ACM/IEEE Design Automation Conference (DAC), San Francisco, Jul. 09–13, 2023.
  7. Siting Liu, Peiyu Liao, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu, “FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler”, IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Mar. 14–23, 2022. (Best Paper Award)
  8. Peiyu Liao, Siting Liu, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu, “DREAMPlace 4.0: Timing-driven Global Placement with Momentum-based Net Weighting”, IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Mar. 14–23, 2022.
  9. Siting Liu, Qi Sun, Peiyu Liao, Yibo Lin, Bei Yu, “Global Placement with Deep Learning-Enabled Explicit Routability Optimization”, IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Feb. 01–05, 2021.
  10. Zhuolun He, Peiyu Liao, Siting Liu, Yuzhe Ma, Bei Yu, “Physical Synthesis for Advanced Neural Network Processors”, IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), Jan. 18–21, 2021. (Invited Paper)
  11. Zhuolun He, Lu Zhang, Peiyu Liao, Yuzhe Ma, Bei Yu, “Reinforcement Learning Driven Physical Synthesis”, IEEE International Conference on Solid -State and Integrated Circuit Technology (ICSICT), Kunming, Nov. 3–6, 2020. (Invited Paper)
  12. Zhuolun He, Yuzhe Ma, Lu Zhang, Peiyu Liao, Ngai Wong, Bei Yu, Martin D. F. Wong, “Learn to Floorplan through Acquisition of Effective Local Search Heuristics”, IEEE International Conference on Computer Design (ICCD), Oct. 18–21, 2020.