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@LINs-lab LINs Lab @ Westlake University

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    35 repositories

    • RETU

      Public
      [ACL 2026] Rethinking Expert Trajectory Utilization in LLM Post-training
      Python
      •0•12•1•0•Updated Apr 20, 2026Apr 20, 2026

    • T3RL

      Public
      [ICLR 2026] Don’t Just Fine-tune the Agent, Tune the Environment
      Python
      •
      MIT License
      •3•3•0•0•Updated Apr 15, 2026Apr 15, 2026

    • APEX

      Public
      [Preprint] Self-Adversarial One Step Generation via Condition Shifting
      Python
      •
      Apache License 2.0
      •2•44•1•0•Updated Apr 15, 2026Apr 15, 2026

    • IOMM

      Public
      [CVPR 2026] IOMM: Fast Pre-training of Unified Multimodal Models without Text-Image Pairs
      Python
      •
      Apache License 2.0
      •0•24•2•0•Updated Apr 11, 2026Apr 11, 2026

    • cluster_tutorial

      Public
      1•16•0•0•Updated Mar 19, 2026Mar 19, 2026

    • LINs-lab.github.io

      Public
      JavaScript
      •
      MIT License
      •0•1•0•0•Updated Mar 12, 2026Mar 12, 2026

    • SupervisorAgent

      Public
      [ICLR 2026] Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
      Python
      •
      Apache License 2.0
      •3•20•0•0•Updated Mar 2, 2026Mar 2, 2026

    • LIE

      Public
      [preprint] Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning
      Python
      •1•19•1•0•Updated Feb 18, 2026Feb 18, 2026

    • CollabEdit

      Public
      [ICLR 2025] CollabEdit: Towards Non-destructive Collaborative Knowledge Editing
      Python
      •
      MIT License
      •0•9•0•0•Updated Feb 7, 2026Feb 7, 2026

    • RCGM

      Public
      [ICLR 2026] Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
      Apache License 2.0
      •0•35•2•0•Updated Feb 4, 2026Feb 4, 2026

    • DenoisingEntropy

      Public
      [Preprint] Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Jan 12, 2026Jan 12, 2026

    • GIFT

      Public
      [ICLR 2025] GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost
      Python
      •0•10•2•0•Updated Dec 26, 2025Dec 26, 2025

    • course_machine_learning

      Public
      Jupyter Notebook
      •2•22•0•0•Updated Dec 17, 2025Dec 17, 2025

    • TwinFlow

      Public
      Python
      •27•4•0•0•Updated Dec 9, 2025Dec 9, 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 bui…
      Python
      •
      MIT License
      •10•38•11•1•Updated Nov 11, 2025Nov 11, 2025

    • ERW

      Public
      [Preprint] Efficient Generative Model Training via Embedded Representation Warmup
      Python
      •2•36•1•0•Updated Oct 15, 2025Oct 15, 2025

    • Research_Methodology_of_Computer_Science_and_Technology

      Public
      Graduate Course at Westlake University
      0•56•0•0•Updated Oct 14, 2025Oct 14, 2025

    • client2vec

      Public
      [ICCV 2025] Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing
      Python
      •
      GNU General Public License v2.0
      •0•3•0•0•Updated Jul 21, 2025Jul 21, 2025

    • DynMoE

      Public
      [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
      moelanguage-modelmixture-of-experts
      moelanguage-modelmixture-of-expertsadaptive-computationmultimodal-large-language-models
      Python
      •
      Apache License 2.0
      •18•158•5•0•Updated Jul 9, 2025Jul 9, 2025

    • DeFT

      Public
      [ICLR 2025] DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference
      efficientllmsystem-algorithm-deisgn
      efficientllmsystem-algorithm-deisgn
      Jupyter Notebook
      •
      MIT License
      •2•51•9•2•Updated Jun 17, 2025Jun 17, 2025

    • awesome_papers

      Public
      4•20•0•0•Updated May 28, 2025May 28, 2025

    • UCGM

      Public
      [Preprint] UCGM: Unified Continuous Generative Models
      Python
      •
      Apache License 2.0
      •7•184•0•0•Updated May 27, 2025May 27, 2025

    • HCFL

      Public
      [ICLR 2025] Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies
      Python
      •2•8•0•0•Updated Mar 30, 2025Mar 30, 2025

    • GMem

      Public
      [Preprint] GMem: A Modular Approach for Ultra-Efficient Generative Models
      Python
      •2•43•1•0•Updated Mar 11, 2025Mar 11, 2025

    • ELICIT

      Public
      [ICLR 2025] ELICIT: LLM Augmentation Via External In-context Capability
      Python
      •
      Apache License 2.0
      •0•14•0•0•Updated Mar 11, 2025Mar 11, 2025

    • RDED

      Public
      [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
      Python
      •
      Apache License 2.0
      •8•83•5•0•Updated Feb 24, 2025Feb 24, 2025

    • ReLA

      Public
      [NeurIPS 2024] Efficiency for Free: Ideal Data Are Transportable Representations
      Python
      •
      Apache License 2.0
      •0•19•0•0•Updated Jan 19, 2025Jan 19, 2025

    • mastering_conferences

      Public
      0•1•0•0•Updated Nov 29, 2024Nov 29, 2024

    • awesome_tutorials

      Public
      0•0•0•0•Updated Sep 10, 2024Sep 10, 2024

    • CapaBoost

      Public
      [ICLR 2024] Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning
      Python
      •
      Apache License 2.0
      •1•12•1•0•Updated Jul 3, 2024Jul 3, 2024
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