ICDM 2018

SINE: Scalable Incomplete Network Embedding

ICDM 2018 benedekrozemberczki/karateclub

Attributed network embedding aims to learn low-dimensional vector representations for nodes in a network, where each node contains rich attributes/features describing node content.

COMMUNITY DETECTION LINK PREDICTION NETWORK EMBEDDING NODE CLASSIFICATION NODE CLUSTERING

Binarized Attributed Network Embedding

ICDM 2018 benedekrozemberczki/karateclub

To this end, we present a Binarized Attributed Network Embedding model (BANE for short) to learn binary node representation.

GRAPH EMBEDDING LINK PREDICTION NETWORK EMBEDDING NODE CLASSIFICATION