Gate the Filter, Not the Message: Node-Channel Mixtures for Pre-Propagation GNNs
arXiv:2606.01660v1 Announce Type: new Abstract: Pre-propagation graph neural networks (PPGNNs) push all graph-dependent computation into a preprocessing step and train only on the resulting dense hop