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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 165 32

  2. spin spin Public

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

    Python 58 9

  3. sgp sgp Public

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

    Python 48 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 21 3

  5. peakweather-wind-forecasting peakweather-wind-forecasting Public

    Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning" (2025)

    Python 8

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