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

  1. 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.
  2. 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.
  3. Zhuolun He, Peiyu Liao, Siting Liu, Yuzhe Ma, and Bei Yu. “Physical Synthesis for Advanced Neural Network Processors”. IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), 2021. (Invited Paper)
  4. 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), 2021.
  5. Zhuolun He, Lu Zhang, Peiyu Liao, Yuzhe Ma, and Bei Yu. “Reinforcement Learning Driven Physical Synthesis”. IEEE International Conference on Solid -State and Integrated Circuit Technology (ICSICT), Kunming, 2020. (Invited Paper)
  6. Zhuolun He, Yuzhe Ma, Lu Zhang, Peiyu Liao, Ngai Wong, Bei Yu, and Martin D. F. Wong. “Learn to Floorplan through Acquisition of Effective Local Search Heuristics”. IEEE International Conference on Computer Design (ICCD), 2020.