Spectral Flow Certificates enable depth-aware long-range propagation in graph neural networks
Read the original at arxiv.org→arXiv:2607.21607v1 Announce Type: new Abstract: Graph Neural Networks propagate information through local message passing, but the graph topologies themselves can silently prevent any amount of training from solving...
Original headline: "Spectral Flow Certificates for Depth-Aware Long-Range Propagation in Graph Neural Networks"
Coverage timeline
- Jul 28, 04:00 UTC arXiv cs.AI lead source Spectral Flow Certificates for Depth-Aware Long-Range Propagation in Graph Neural Networks
- Jul 29, 04:00 UTC arXiv cs.LG Eliminating Propagation Delay: Attention-Based Spatial-Temporal Fusion Graph Convolution Network for Traffic Flow Prediction