ENTITY
Magnetic Signed Laplacian
Magnetic Signed Laplacian
PulseAugur coverage of Magnetic Signed Laplacian — every cluster mentioning Magnetic Signed Laplacian across labs, papers, and developer communities, ranked by signal.
Total · 30d
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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TopoSIGN framework advances signed graph pre-training and prompt learning
Researchers have introduced TopoSIGN, a novel framework for pre-training and prompt learning on signed graphs. This approach combines a structural encoder utilizing the magnetic signed Laplacian with a persistent-homolo…
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MSGNN: Novel spectral GNN architecture for signed and directed networks
Researchers have developed MSGNN, a novel spectral graph neural network architecture designed for signed and directed networks. This new model utilizes a magnetic signed Laplacian matrix, which generalizes existing Lapl…