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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 103 9

  2. FedTHE FedTHE Public

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

    Jupyter Notebook 53 4

  3. RDED RDED Public

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

    Python 52 3

  4. DynMoE DynMoE Public

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

    Python 50 9

  5. Research_Methodology_of_Computer_Science_and_Technology Research_Methodology_of_Computer_Science_and_Technology Public

    Graduate Course at Westlake University

    32 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 16 repositories
  • LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Nov 4, 2024
  • CollabEdit Public

    [Preprint] CollabEdit: Towards Non-destructive Collaborative Knowledge Editing

    LINs-lab/CollabEdit’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Nov 4, 2024
  • LINs-lab/cluster_tutorial’s past year of commit activity
    8 1 0 0 Updated Oct 15, 2024
  • Research_Methodology_of_Computer_Science_and_Technology Public

    Graduate Course at Westlake University

    LINs-lab/Research_Methodology_of_Computer_Science_and_Technology’s past year of commit activity
    32 1 0 0 Updated Oct 15, 2024
  • ELICIT Public

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

    LINs-lab/ELICIT’s past year of commit activity
    3 0 0 0 Updated Oct 12, 2024
  • LINs-lab/awesome_tutorials’s past year of commit activity
    0 0 0 0 Updated Sep 10, 2024
  • DynMoE Public

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

    LINs-lab/DynMoE’s past year of commit activity
    Python 50 Apache-2.0 9 0 0 Updated Aug 21, 2024
  • LINs-lab/awesome_papers’s past year of commit activity
    5 0 0 0 Updated Aug 9, 2024
  • CapaBoost Public

    [ICLR 2024] Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning

    LINs-lab/CapaBoost’s past year of commit activity
    Python 10 Apache-2.0 1 0 0 Updated Jul 3, 2024
  • FedRC Public

    [ICML 2024] FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering

    LINs-lab/FedRC’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Jun 19, 2024

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