Zizheng Guo

Zizheng Guo

Ph.D. Student

Peking University

Biography

I am a third-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). HeteroExcept: A CPU-GPU Heterogeneous Algorithm to Accelerate Exception-aware Static Timing Analysis. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

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(2024). Fusion of Global Placement and Gate Sizing with Differentiable Optimization. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

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(2024). HeLEM-GR: Heterogeneous Global Routing with Linearized Exponential Multiplier Method. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

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(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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