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"
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- Jul 27, 04:00 UTC arXiv cs.AI lead source Spectral Flow Certificates for Depth-Aware Long-Range Propagation in Graph Neural Networks