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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 183 7

  2. DynMoE DynMoE Public

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

    Python 158 18

  3. ttab ttab Public

    [ICML 2023] On Pitfalls of Test-Time Adaptation

    Python 125 11

  4. RDED RDED Public

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

    Python 82 8

  5. FedTHE FedTHE Public

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

    Jupyter Notebook 56 4

  6. Research_Methodology_of_Computer_Science_and_Technology Research_Methodology_of_Computer_Science_and_Technology Public

    Graduate Course at Westlake University

    56

Repositories

Showing 10 of 33 repositories
  • IOMM Public

    [CVPR 2026] IOMM: Fast Pre-training of Unified Multimodal Models without Text-Image Pairs

    LINs-lab/IOMM’s past year of commit activity
    Python 22 Apache-2.0 0 2 0 Updated Mar 24, 2026
  • LINs-lab/cluster_tutorial’s past year of commit activity
    16 1 0 0 Updated Mar 19, 2026
  • LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Mar 12, 2026
  • SupervisorAgent Public

    [ICLR 2026] Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems

    LINs-lab/SupervisorAgent’s past year of commit activity
    Python 15 Apache-2.0 3 0 0 Updated Mar 2, 2026
  • LIE Public

    [preprint] Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning

    LINs-lab/LIE’s past year of commit activity
    Python 19 1 1 0 Updated Feb 18, 2026
  • CollabEdit Public

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

    LINs-lab/CollabEdit’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Feb 7, 2026
  • RCGM Public

    [ICLR 2026] Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation

    LINs-lab/RCGM’s past year of commit activity
    34 Apache-2.0 0 1 0 Updated Feb 4, 2026
  • DenoisingEntropy Public

    [Preprint] Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty

    LINs-lab/DenoisingEntropy’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Jan 12, 2026
  • 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 10 0 2 0 Updated Dec 26, 2025
  • RETU Public

    [Preprint] Rethinking Expert Trajectory Utilization in LLM Post-training

    LINs-lab/RETU’s past year of commit activity
    Python 12 0 1 0 Updated Dec 21, 2025

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