University of Oxford; Charm Therapeutics; ETH Zürich, ICSI and UC Berkeley; ETH Zürich; ICSI, LBNL, and UC Berkeley
T. Konstantin Rusch, Benjamin Chamberlain, Michael W Mahoney, Michael Bronstein, Siddhartha Mishra
GNNs;message-passing;oversmoothing;heterophilic graphs;multi-rate learning;gating;large graphs
Gradient Gating for Deep Multi-Rate Learning on Graphs