Oversmoothing Alleviation in Graph Neural Networks: A Survey and Unified View

Yufei Jin, Xingquan Zhu

Oversmoothing is a common challenge in learning graph neural networks (GNN), where, as layers increase, embedding features learned from GNNs quickly become similar or indistinguish…