Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks

Haifeng Li, Jun Cao, Jiawei Zhu +2

One of the key problems of GNNs is how to describe the importance of neighbor nodes in the aggregation process for learning node representations. A class of GNNs solves this proble…