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@Graph-Machine-Learning-Group

Graph Machine Learning Group

We are the Graph Machine Learning Group @ Università della Svizzera italiana

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  1. grin grin Public

    Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

    Python 155 31

  2. spin spin Public

    Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

    Python 51 8

  3. sgp sgp Public

    Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)

    Python 44 3

  4. taming-local-effects-stgnns taming-local-effects-stgnns Public

    Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)

    Python 19 3

Repositories

Showing 5 of 5 repositories
  • graph-machine-learning-group.github.io Public

    Graph Machine Learning Group website: https://gmlg.ch

    Graph-Machine-Learning-Group/graph-machine-learning-group.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Dec 6, 2024
  • taming-local-effects-stgnns Public

    Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)

    Graph-Machine-Learning-Group/taming-local-effects-stgnns’s past year of commit activity
    Python 19 3 0 0 Updated Dec 12, 2023
  • sgp Public

    Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)

    Graph-Machine-Learning-Group/sgp’s past year of commit activity
    Python 44 MIT 3 1 0 Updated Oct 10, 2023
  • spin Public

    Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

    Graph-Machine-Learning-Group/spin’s past year of commit activity
    Python 51 MIT 8 1 0 Updated May 23, 2023
  • grin Public

    Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

    Graph-Machine-Learning-Group/grin’s past year of commit activity
    Python 155 31 0 0 Updated Jun 22, 2022

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