Is this very different from a graph convolutional network (GCN)? Seems like a GCN would have a lot of the same equivariabne properties (i.e. orientation, units

Is this very different from a graph convolutional network (GCN)? Seems like a GCN would have a lot of the same equivariabne properties (i.e. orientation, units of measure, etc)?