Repositories list

• course_machine_learning

  Public
  TeX

  •1•9•0•0•Updated Mar 27, 2025Mar 27, 2025

• DeFT

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

  Jupyter Notebook

  •

  MIT License

  •1•19•8•2•Updated Mar 21, 2025Mar 21, 2025

• GMem

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

  Python

  •1•30•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•10•0•0•Updated Mar 11, 2025Mar 11, 2025

• LINs-lab.github.io

  Public
  JavaScript

  •

  MIT License

  •0•1•0•0•Updated Mar 9, 2025Mar 9, 2025

• GIFT

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

  Python

  •0•4•1•0•Updated Feb 28, 2025Feb 28, 2025

• RDED

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

  Python

  •

  Apache License 2.0

  •7•64•4•0•Updated Feb 24, 2025Feb 24, 2025

• awesome_papers

  Public
  3•20•0•0•Updated Feb 12, 2025Feb 12, 2025

• DynMoE

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

  moelanguage-modelmixture-of-experts+ 2adaptive-computationmultimodal-large-language-models

  Python

  •

  Apache License 2.0

  •10•82•1•0•Updated Feb 7, 2025Feb 7, 2025

• CollabEdit

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

  Python

  •

  MIT License

  •0•8•0•0•Updated Feb 2, 2025Feb 2, 2025

• ReLA

  Public
  [NeurIPS 2024] Efficiency for Free: Ideal Data Are Transportable Representations

  Python

  •

  Apache License 2.0

  •0•17•0•0•Updated Jan 19, 2025Jan 19, 2025

• mastering_conferences

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

• cluster_tutorial

  Public
  1•10•0•0•Updated Oct 15, 2024Oct 15, 2024

• Research_Methodology_of_Computer_Science_and_Technology

  Public
  Graduate Course at Westlake University

  1•33•0•0•Updated Oct 15, 2024Oct 15, 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•11•0•0•Updated Jul 3, 2024Jul 3, 2024

• FedRC

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

  federated-learning

  Python

  •

  Apache License 2.0

  •0•5•0•0•Updated Jun 19, 2024Jun 19, 2024

• ttab

  Public
  [ICML23] On Pitfalls of Test-Time Adaptation

  test-time-adaptationsource-free-domain-adaptation

  Python

  •

  Apache License 2.0

  •12•115•1•0•Updated Apr 6, 2024Apr 6, 2024

• M3

  Public
  [ICLR 2024] Towards Robust Multi-Modal Reasoning via Model Selection

  Python

  •

  Apache License 2.0

  •1•11•0•0•Updated Mar 7, 2024Mar 7, 2024

• FedBR

  Public
  [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction

  Python

  •

  Apache License 2.0

  •1•25•0•0•Updated Mar 7, 2024Mar 7, 2024

• FedTHE

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

  test-time-adaptationood-robustnessfederated-learning

  Jupyter Notebook

  •

  Apache License 2.0

  •3•53•0•0•Updated Aug 15, 2023Aug 15, 2023