All Stories

  1. High-performance Visual Semantics Compression for AI-Driven Science

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

    Nathan Tallent, Luanzheng Guo

  2. AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis

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

    Luanzheng Guo

  3. Scrutinizing Variables for Checkpoint Using Automatic Differentiation

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

    Luanzheng Guo

  4. Shifting Between Compute and Memory Bounds: A Compression-Enabled Roofline Model

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

    Luanzheng Guo, Nathan Tallent

  5. An Efficient Checkpointing System for Large Machine Learning Model Training

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

    Luanzheng Guo

  6. Data Flow Lifecycles for Optimizing Workflow Coordination

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

    Nathan Tallent, Meng Tang, Luanzheng Guo

  7. Towards Supporting Semiring in MLIR-Based COMET Compiler

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

    Luanzheng Guo