Publications

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Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling

 Ivan Marisca, Cesare Alippi, Filippo Maria Bianchi
Preprint

Graph Deep Learning for Time Series Forecasting

 Andrea Cini, Ivan Marisca, Daniele Zambon, Cesare Alippi
Preprint

Taming Local Effects in Graph-based Spatiotemporal Forecasting

 Andrea Cini*, Ivan Marisca*, Daniele Zambon, Cesare Alippi
NeurIPS 2023

Scalable Spatiotemporal Graph Neural Networks

 Andrea Cini*, Ivan Marisca*, Filippo Maria Bianchi, Cesare Alippi
AAAI 2023

Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations

 Ivan Marisca*, Andrea Cini*, Cesare Alippi
NeurIPS 2022

Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks

 Andrea Cini*, Ivan Marisca*, Cesare Alippi
ICLR 2022

*Equal contribution.

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