All Stories

  1. Is Vanilla Bayesian Optimization Enough for High-Dimensional Architecture Design Optimization?

    Article • October 2024, ACM (Association for Computing Machinery)

    Chen Bai

  2. RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization

    Article • October 2024, ACM (Association for Computing Machinery)

    Chen Bai

  3. GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration

    Article • June 2024, ACM (Association for Computing Machinery)

    Chen Bai, Luding Wang

  4. Knowing The Spec to Explore The Design via Transformed Bayesian Optimization

    Article • June 2024, ACM (Association for Computing Machinery)

    Chen Bai

  5. IncreMacro: Incremental Macro Placement Refinement

    Article • March 2024, ACM (Association for Computing Machinery)

    Zhuolun He, Chen Bai, Haisheng Zheng

  6. BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2023, ACM (Association for Computing Machinery)

    Chen Bai

  7. ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis

    Article • October 2023, ACM (Association for Computing Machinery)

    Chen Bai

  8. Boosting VLSI Design Flow Parameter Tuning with Random Embedding and Multi-objective Trust-region Bayesian Optimization

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2023, ACM (Association for Computing Machinery)

    Chen Bai

  9. BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration Framework

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Chen Bai