Decoupling feature propagation from the design of graph auto-encoders

Paul Scherer, Helena Andres-Terre, Pietro Lio +1

We present two instances, L-GAE and L-VGAE, of the variational graph auto-encoding family (VGAE) based on separating feature propagation operations from graph convolution layers ty…