MSGNN: a spectral graph neural network based on a novel magnetic signed Laplacian

Signed and directed networks are ubiquitous in real-world applications. However, there has been relatively little work proposing spectral graph neural networks (GNNs) for such networks. Here we introduce a signed directed Laplacian matrix, which we call the magnetic signed Laplacian, as a natural ge...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: He, Y, Permultter, M, Reinert, G, Cucuringu, M
বিন্যাস: Conference item
ভাষা:English
প্রকাশিত: Journal of Machine Learning Research 2022