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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).

Pinned

  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 13

  4. TabGNN TabGNN Public

    Python 42 5

  5. RED-GNN RED-GNN Public

    Knowledge Graph Reasoning with Relational Digraph. WebConf 2022

    Python 55 11

  6. DiffMG DiffMG Public

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

    Python 27 6

Repositories

Showing 10 of 35 repositories
  • PACIA Public

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

    Python 0 0 0 0 Updated Apr 26, 2024
  • HyperPGNN Public
    Python 1 MIT 0 0 0 Updated Apr 24, 2024
  • Rule-learning-expressivity Public

    Understanding Expressivity of GNN in Rule Learning. ICLR 2024

    Python 8 MIT 0 0 0 Updated Mar 14, 2024
  • CLGNN Public
    Python 7 MIT 1 0 0 Updated Mar 11, 2024
  • KnowDDI Public

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

    Python 6 0 0 0 Updated Dec 7, 2023
  • AutoSF Public

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

    Python 68 13 2 0 Updated Dec 1, 2023
  • RelEns Public

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

    Jupyter Notebook 22 MIT 4 0 0 Updated Dec 1, 2023
  • AdaProp Public

    [KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning

    Python 16 3 1 0 Updated Oct 26, 2023
  • EmerGNN Public

    Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.

    Python 18 MIT 1 0 0 Updated Oct 20, 2023
  • SimpleSTG Public

    Code for "Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks" accepted by TMLR 2023

    Python 3 0 0 0 Updated Jul 11, 2023
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