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LINs Lab @ Westlake University

Learning and INference Systems (LINs) Laboratory

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  1. ttab ttab Public

    [ICML23] On Pitfalls of Test-Time Adaptation

    Python 115 12

  2. DynMoE DynMoE Public

    [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

    Python 87 11

  3. RDED RDED Public

    [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm

    Python 69 6

  4. FedTHE FedTHE Public

    [ICLR 2023] Test-time Robust Personalization for Federated Learning

    Jupyter Notebook 54 3

  5. Research_Methodology_of_Computer_Science_and_Technology Research_Methodology_of_Computer_Science_and_Technology Public

    Graduate Course at Westlake University

    35 1

  6. GMem GMem Public

    [Preprint] GMem: A Modular Approach for Ultra-Efficient Generative Models

    Python 33 1

Repositories

Showing 10 of 23 repositories
  • LINs-lab/course_machine_learning’s past year of commit activity
    Jupyter Notebook 12 1 0 0 Updated Apr 23, 2025
  • LINs-lab/awesome_papers’s past year of commit activity
    20 4 0 0 Updated Apr 22, 2025
  • LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Apr 16, 2025
  • ERW Public

    [Preprint] Efficient Generative Model Training via Embedded Representation Warmup

    LINs-lab/ERW’s past year of commit activity
    Python 18 0 1 0 Updated Apr 16, 2025
  • DeFT Public

    [ICLR 2025] DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference

    LINs-lab/DeFT’s past year of commit activity
    Jupyter Notebook 20 MIT 1 8 2 Updated Apr 16, 2025
  • HCFL Public

    [ICLR 2025] Find Your Optimal Assignments On-the-fly: A Holistic Framework for Clustered Federated Learning

    LINs-lab/HCFL’s past year of commit activity
    Python 2 0 0 0 Updated Mar 30, 2025
  • GMem Public

    [Preprint] GMem: A Modular Approach for Ultra-Efficient Generative Models

    LINs-lab/GMem’s past year of commit activity
    Python 33 1 1 0 Updated Mar 11, 2025
  • ELICIT Public

    [ICLR 2025] ELICIT: LLM Augmentation Via External In-context Capability

    LINs-lab/ELICIT’s past year of commit activity
    Python 10 Apache-2.0 0 0 0 Updated Mar 11, 2025
  • GIFT Public

    [ICLR 2025] GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost

    LINs-lab/GIFT’s past year of commit activity
    Python 4 0 1 0 Updated Feb 28, 2025
  • RDED Public

    [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm

    LINs-lab/RDED’s past year of commit activity
    Python 69 Apache-2.0 6 4 0 Updated Feb 24, 2025

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