Proposing a novel Depth-Wise Graph Neural Network (DepWiGNN) to address multi-hop spatial reasoning challenges by operating over the depth dimension of the graph.
The author proposes DepWiGNN, a novel Depth-Wise Graph Neural Network, to address challenges in multi-hop spatial reasoning by focusing on depth aggregation and avoiding over-smoothing issues.