Graph Machine Learning Group

Graph Machine Learning Group's repositories

grin

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

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spin

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

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sgp

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

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taming-local-effects-stgnns

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

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peakweather-wind-forecasting

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

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graph-machine-learning-group.github.io

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

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