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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 Public

    Tutorials about AutoML

    84 15

  2. 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 Public

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

    Python 69 13

  4. TabGNN Public

    Python 49 6

  5. RED-GNN Public

    Knowledge Graph Reasoning with Relational Digraph. WebConf 2022

    Python 61 13

  6. DiffMG Public

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

    Python 30 6

Repositories

Showing 10 of 38 repositories
  • CSSE-DDI Public

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

    Python 3 1 0 0 Updated Mar 28, 2025
  • DualR Public

    Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering. Conference on Parsimony and Learning (CPAL).

    Python 0 0 0 0 Updated Mar 14, 2025
  • ColdNAS Public

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

    Python 11 2 0 0 Updated Dec 4, 2024
  • EmerG Public
    Python 6 3 0 0 Updated Jul 17, 2024
  • HL-GNN Public

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

    Python 8 1 0 0 Updated Jun 16, 2024
  • PACIA Public

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

    Python 4 0 1 0 Updated Apr 26, 2024
  • HyperPGNN Public
    Python 3 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
  • KnowDDI Public

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

    Python 13 0 3 0 Updated Dec 7, 2023
  • AutoSF Public

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

    Python 69 13 2 0 Updated Dec 1, 2023
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