Graph Neural Network

4 Mix-hop Propagation in GNN

#GNN #Forecasting #Graph

Mix-hop is a strategy to avoid oversmoothing in GNN

5 Graph Structure Learning in GNN

#GNN #Forecasting #Graph

We can learn a graph structure without prior knowledge

MTGNN

#graph neural network #graph #forecasting #time series

Key Components Time Convolution (TC) Module Time Convolution The temporal convolution is responsible …

StemGNN

#graph neural network #graph #forecasting #time series

What problem is StemGNN solving: intra-series temporal pattern: DFT Each series inter-series …