Graph Machine Learning Group
We are the Graph Machine Learning Group @ Università della Svizzera italiana
Lugano, Switzerland
Pinned Repositories
graph-machine-learning-group.github.io
Graph Machine Learning Group website: https://gmlg.ch
grin
Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
peakweather-wind-forecasting
Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning" (2025)
sgp
Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
spin
Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)
taming-local-effects-stgnns
Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
Graph Machine Learning Group's Repositories
Graph-Machine-Learning-Group/grin
Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
Graph-Machine-Learning-Group/spin
Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)
Graph-Machine-Learning-Group/sgp
Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
Graph-Machine-Learning-Group/taming-local-effects-stgnns
Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
Graph-Machine-Learning-Group/peakweather-wind-forecasting
Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning" (2025)
Graph-Machine-Learning-Group/graph-machine-learning-group.github.io
Graph Machine Learning Group website: https://gmlg.ch