Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space
arXiv:2501.15461v4 Announce Type: replace
Abstract: Graph Neural Networks (GNNs) have shown great success in various graph-based learning tasks. However, it often faces the issue of over-smoothing as the model depth increases, which causes all node re…