All Stories

  1. Accelerating Out-of-Core Graph Random Walk Processing via Locality-Aware Algorithm-Hardware Co-Design

    Article • ACM Transactions on Architecture and Code Optimization, November 2025, ACM (Association for Computing Machinery)

    Dr Huize Li

  2. ATLAS: Efficient Dynamic GNN System Through Abstraction-Driven Incremental Execution

    Article • November 2025, Springer Science + Business Media

    Dr Huize Li

  3. SeIM: In-Memory Acceleration for Approximate Nearest Neighbor Search

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  4. Rewire: Making Reconfigurable AI Chips Faster and More Efficient

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Tulika Mitra, Dr Huize Li

  5. SPLIM: Solving the Hardware-Software Mismatch for Ultra-Fast AI Computing

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  6. HyAtten: Combining Light-Speed Photonics and Digital Logic for Next-Gen AI Acceleration

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  7. A ReRAM-Based Processing-In-Memory Architecture for Hyperdimensional Computing

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  8. SADIMM: Overcoming the AI Memory Wall with Intelligent Near-Memory Hardware

    Article • IEEE Transactions on Computers, February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  9. HighP: In-memory Acceleration of SpGEMM with High Bank-level Parallelism

    Article • IEEE Transactions on Computers, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  10. SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs

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

    Tulika Mitra, Dr Huize Li

  11. CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  12. ReHarvest: an ADC Resource-Harvesting Crossbar Architecture for ReRAM-Based DNN Accelerators

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

    Dr Huize Li

  13. ASADI: Supercharging Long-Sequence AI Models via Diagonal-Based Computing

    Article • March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li

  14. ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory

    Article • Frontiers of Computer Science, August 2022, Springer Science + Business Media

    Dr Huize Li

  15. ReGNN

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

    Dr Huize Li

  16. ReSMA

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

    Dr Huize Li

  17. ReSQM: Accelerating Database Operations Using ReRAM-Based Content Addressable Memory

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Huize Li