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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 113 11

  2. DynMoE DynMoE Public

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

    Python 73 10

  3. RDED RDED Public

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

    Python 62 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

    33 1

  6. FedBR FedBR Public

    [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction

    Python 25 1

Repositories

Showing 10 of 21 repositories
  • LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Mar 9, 2025
  • GMem Public

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

    LINs-lab/GMem’s past year of commit activity
    Python 18 0 1 0 Updated Mar 5, 2025
  • LINs-lab/course_machine_learning’s past year of commit activity
    TeX 8 0 0 0 Updated Mar 5, 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 7 1 7 2 Updated Mar 5, 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 3, 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 2 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 62 Apache-2.0 6 4 0 Updated Feb 24, 2025
  • LINs-lab/awesome_papers’s past year of commit activity
    18 2 0 0 Updated Feb 12, 2025
  • DynMoE Public

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

    LINs-lab/DynMoE’s past year of commit activity
    Python 73 Apache-2.0 10 1 0 Updated Feb 7, 2025
  • CollabEdit Public

    [ICLR 2025] CollabEdit: Towards Non-destructive Collaborative Knowledge Editing

    LINs-lab/CollabEdit’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Feb 2, 2025

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