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@Graph-Machine-Learning-Group

Graph Machine Learning Group

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

Pinned

  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 133 26

  2. spin spin Public

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

    Python 37 8

  3. sgp sgp Public

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

    Python 36 2

  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 10 1

Repositories

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

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

    HTML 0 0 0 0 Updated May 2, 2024
  • taming-local-effects-stgnns Public

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

    Python 10 1 0 0 Updated Dec 12, 2023
  • sgp Public

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

    Python 36 MIT 2 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)

    Python 37 MIT 8 2 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)

    Python 133 26 0 0 Updated Jun 22, 2022

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