2025
Motif-aware Graph Neural Networks for Networked Time Series Imputation
AAAI 2025technical
Networked time series are time series on a graph, one for each node, with applications in traffic and weather monitoring. Graph neural networks are natural candidates for networked time series imputation and have recently outperformed existing alternatives such as recurrent and generative models for…