Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space

Xin He, Yili Wang, Wenqi Fan +4

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…