All Stories

  1. A Computation and Energy Efficient Hardware Architecture for SSL Acceleration

    Article • January 2025, ACM (Association for Computing Machinery)

    Geng Yuan

  2. AyE-Edge: Automated Deployment Space Search Empowering Accuracy yet Efficient Real-Time Object Detection on the Edge

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

    Geng Yuan

  3. A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning

    Article • ACM Transactions on Architecture and Code Optimization, August 2024, ACM (Association for Computing Machinery)

    Geng Yuan

  4. Late Breaking Result: AQFP-aware Binary Neural Network Architecture Search

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

    Geng Yuan

  5. SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices

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

    Nobuyuki Yoshikawa, Geng Yuan

  6. Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration

    Article • ACM Transactions on Design Automation of Electronic Systems, September 2022, ACM (Association for Computing Machinery)

    Geng Yuan

  7. Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework

    Article • ACM Transactions on Embedded Computing Systems, September 2022, ACM (Association for Computing Machinery)

    Geng Yuan

  8. Optimizing Data Layout for Training Deep Neural Networks

    Article • April 2022, ACM (Association for Computing Machinery)

    Geng Yuan

  9. HMC-T RAN

    Article • June 2021, ACM (Association for Computing Machinery)

    Geng Yuan

  10. ClickTrain

    Article • June 2021, ACM (Association for Computing Machinery)

    Shuaiwen Leon Song, Geng Yuan

  11. FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator

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

    Geng Yuan

  12. Real-Time Mobile Acceleration of DNNs

    Article • January 2021, ACM (Association for Computing Machinery)

    Geng Yuan

  13. New passive and active attacks on deep neural networks in medical applications

    Article • November 2020, ACM (Association for Computing Machinery)

    Geng Yuan