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@Graph-and-Geometric-Learning

Graph and Geometric Learning

Graph and Geometric Learning Research Group

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  1. D4Explainer D4Explainer Public

    Official Implementation of "D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion"

    Python 19

  2. MolGroup MolGroup Public

    Learning to Group Auxiliary Datasets for Molecule, NeurIPS2023

    Python 18

  3. hyperbolic-transformer hyperbolic-transformer Public

    Python 18 4

  4. Frame-Averaging-Transformer Frame-Averaging-Transformer Public

    Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer, NeurIPS2024

    Python 18 1

  5. HyBRiD HyBRiD Public

    Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]

    Python 11

  6. TempME TempME Public

    Official Implementation of "TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery"

    Python 10 1

Repositories

Showing 10 of 17 repositories
  • LResNet Public

    Official Implementation of Lorentzian Residual Neural Networks

    Graph-and-Geometric-Learning/LResNet’s past year of commit activity
    0 0 0 0 Updated Nov 20, 2024
  • cpsc483-583-website-24fall Public
    Graph-and-Geometric-Learning/cpsc483-583-website-24fall’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 20, 2024
  • Graph-and-Geometric-Learning.github.io Public
    Graph-and-Geometric-Learning/Graph-and-Geometric-Learning.github.io’s past year of commit activity
    HTML 4 MIT 2 0 1 Updated Nov 11, 2024
  • HEART Public

    HEART: Learning Better Representation of EHR data with a Heterogeneous Relation-Aware Transformer, Journal of Biomedical Informatics

    Graph-and-Geometric-Learning/HEART’s past year of commit activity
    0 0 0 0 Updated Nov 4, 2024
  • TimeSeriesCCM Public

    Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"

    Graph-and-Geometric-Learning/TimeSeriesCCM’s past year of commit activity
    Python 5 0 1 0 Updated Oct 30, 2024
  • Group_Meeting_Slides Public
    Graph-and-Geometric-Learning/Group_Meeting_Slides’s past year of commit activity
    9 0 0 0 Updated Oct 25, 2024
  • hyperbolic-transformer Public
    Graph-and-Geometric-Learning/hyperbolic-transformer’s past year of commit activity
    Python 18 MIT 4 2 0 Updated Oct 19, 2024
  • Frame-Averaging-Transformer Public

    Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer, NeurIPS2024

    Graph-and-Geometric-Learning/Frame-Averaging-Transformer’s past year of commit activity
    Python 18 1 0 0 Updated Oct 19, 2024
  • lab-website Public
    Graph-and-Geometric-Learning/lab-website’s past year of commit activity
    TypeScript 0 MIT 0 0 0 Updated Sep 15, 2024
  • HyBRiD Public

    Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]

    Graph-and-Geometric-Learning/HyBRiD’s past year of commit activity
    Python 11 0 0 0 Updated Aug 21, 2024
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