Role Discovery

Representation Learning on Heterostructures via Heterogeneous Anonymous Walks
Capturing structural similarity has been a hot topic in the field of network embedding (NE) recently due to its great help in …
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Role Discovery-Guided Network Embedding Based on Autoencoder and Attention Mechanism
Recently, network embedding (NE) is an amazing research point in complex networks and devoted to a variety of tasks. Nearly, all the …
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Role-Oriented Dynamic Network Embedding
Exploring the differences and important patterns of nodes from the perspective of roles has gradually developed into an interesting and …
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