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@LARS-research

LARS-code

A compact machine learning research group focusing on automated machine learning (AutoML), meta-learning and neural architecture search (NAS).

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  1. AutoML-Tutorial AutoML-Tutorial Public

    Tutorials about AutoML

    84 15

  2. AutoSTR AutoSTR Public

    H. Zhang, Q. Yao, M. Yang, Y. Xu, X. Bai. AutoSTR: Efficient Backbone Search for Scene Text Recognition. European Conference on Computer Vision (ECCV). 2020.

    Python 83 16

  3. AutoSF AutoSF Public

    Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022

    Python 68 12

  4. TabGNN TabGNN Public

    Python 48 6

  5. RED-GNN RED-GNN Public

    Knowledge Graph Reasoning with Relational Digraph. WebConf 2022

    Python 59 13

  6. DiffMG DiffMG Public

    [KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks

    Python 29 6

Repositories

Showing 10 of 37 repositories
  • ColdNAS Public

    Code for ColdNAS: Search to Modulate for User Cold-Start Recommendation. WebConf 2023

    LARS-research/ColdNAS’s past year of commit activity
    Python 10 2 0 0 Updated Dec 4, 2024
  • CSSE-DDI Public

    [NeurIPS 2024] Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction

    LARS-research/CSSE-DDI’s past year of commit activity
    Python 2 0 0 0 Updated Dec 2, 2024
  • EmerG Public
    LARS-research/EmerG’s past year of commit activity
    Python 5 2 0 0 Updated Jul 17, 2024
  • HL-GNN Public

    [KDD 2024] "Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction"

    LARS-research/HL-GNN’s past year of commit activity
    Python 7 1 0 0 Updated Jun 16, 2024
  • PACIA Public

    PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction. IJCAI 2024

    LARS-research/PACIA’s past year of commit activity
    Python 2 0 0 0 Updated Apr 26, 2024
  • HyperPGNN Public
    LARS-research/HyperPGNN’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Apr 24, 2024
  • Rule-learning-expressivity Public

    Understanding Expressivity of GNN in Rule Learning. ICLR 2024

    LARS-research/Rule-learning-expressivity’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Mar 14, 2024
  • KnowDDI Public

    Accurate and Interpretable Drug-drug Interaction Prediction Enabled by Knowledge Subgraph Learning. Nature Communications (Medicine).

    LARS-research/KnowDDI’s past year of commit activity
    Python 13 1 2 0 Updated Dec 7, 2023
  • AutoSF Public

    Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022

    LARS-research/AutoSF’s past year of commit activity
    Python 68 12 2 0 Updated Dec 1, 2023
  • RelEns Public

    Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023

    LARS-research/RelEns’s past year of commit activity
    Jupyter Notebook 24 MIT 3 1 0 Updated Dec 1, 2023
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