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@LINs-lab

LINs Lab @ Westlake University

Learning and INference Systems (LINs) Laboratory

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  1. UCGM UCGM Public

    [Preprint] UCGM: Unified Continuous Generative Models

    Python 154 7

  2. ttab ttab Public

    [ICML23] On Pitfalls of Test-Time Adaptation

    Python 120 12

  3. DynMoE DynMoE Public

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

    Python 109 14

  4. RDED RDED Public

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

    Python 71 6

  5. FedTHE FedTHE Public

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

    Jupyter Notebook 53 3

  6. GMem GMem Public

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

    Python 37 2

Repositories

Showing 10 of 25 repositories
  • LINs-lab.github.io Public
    LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Jun 23, 2025
  • MASArena Public

    A comprehensive framework for benchmarking single and multi-agent systems across a wide range of tasks—evaluating performance, accuracy, and efficiency with built-in visualization and tool integration.

    LINs-lab/MASArena’s past year of commit activity
    Python 14 MIT 0 0 0 Updated Jun 23, 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 24 MIT 1 9 2 Updated Jun 17, 2025
  • course_machine_learning Public
    LINs-lab/course_machine_learning’s past year of commit activity
    Jupyter Notebook 12 1 0 0 Updated Jun 10, 2025
  • awesome_papers Public
    LINs-lab/awesome_papers’s past year of commit activity
    20 4 0 0 Updated May 28, 2025
  • UCGM Public

    [Preprint] UCGM: Unified Continuous Generative Models

    LINs-lab/UCGM’s past year of commit activity
    Python 154 Apache-2.0 7 0 0 Updated May 27, 2025
  • ERW Public

    [Preprint] Efficient Generative Model Training via Embedded Representation Warmup

    LINs-lab/ERW’s past year of commit activity
    Python 30 2 1 0 Updated Apr 16, 2025
  • HCFL Public

    [ICLR 2025] Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies

    LINs-lab/HCFL’s past year of commit activity
    Python 3 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 37 2 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 11 Apache-2.0 0 0 0 Updated Mar 11, 2025
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