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@LINs-lab

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 82 10

  3. RDED RDED Public

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

    Python 64 7

  4. FedTHE FedTHE Public

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

    Jupyter Notebook 53 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. GMem GMem Public

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

    Python 30 1

Repositories

Showing 10 of 21 repositories
  • TeX 9 1 0 0 Updated Mar 31, 2025
  • DeFT Public

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

    Jupyter Notebook 19 MIT 1 8 2 Updated Mar 21, 2025
  • GMem Public

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

    Python 30 1 1 0 Updated Mar 11, 2025
  • ELICIT Public

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

    Python 10 Apache-2.0 0 0 0 Updated Mar 11, 2025
  • JavaScript 1 MIT 0 0 0 Updated Mar 9, 2025
  • GIFT Public

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

    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

    Python 64 Apache-2.0 7 4 0 Updated Feb 24, 2025
  • 20 3 0 0 Updated Feb 12, 2025
  • DynMoE Public

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

    Python 82 Apache-2.0 10 1 0 Updated Feb 7, 2025
  • CollabEdit Public

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

    Python 8 MIT 0 0 0 Updated Feb 2, 2025

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