Zizheng Guo

Zizheng Guo

Ph.D. Student

Peking University

Biography

I am a second-year Ph.D. candidate at Peking University, advised by Prof. Yibo Lin. My research interests include data structures, algorithm design and GPU acceleration for combinatorial optimization problems in physical design automation.

Currently, I hold broad interest in topics like signoff timing analysis, power analysis, logic simulation, and performance-driven backend EDA tasks.

My Chinese name is 郭资政.

Interests
  • Data Structure and Algorithms
  • GPU Acceleration using CUDA
  • Reinforcement Learning
Education
  • BSc in Computer Science, 2018-2022

    Peking University

  • PhD Student, 2022-

    Peking University

Recent Publications

(2024). PowPrediCT: Cross-Stage Power Prediction with Circuit-Transformation-Aware Learning. 61st ACM/IEEE Design Automation Conference (DAC) 2024.

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(2024). Heterogeneous Static Timing Analysis with Advanced Delay Calculator. 2024 IEEE/ACM Design, Automation and Test in Europe (DATE).

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(2024). Dynamic Supply Noise Aware Timing Analysis with JIT Machine Learning Integration. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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(2024). An Efficient Task-Parallel Pipeline Programming Framework. 2024 International Conference on High Performance Computing in Asia-Pacific Region (HPCAsia).

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(2023). Accelerating Routability and Timing Optimization with Open-Source AI4EDA Dataset CircuitNet and Heterogeneous Platforms. 2023 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

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