Info2vec: an aggregative representation method in multi-layer and heterogeneous networks

• Main Authors: Yang, Guoli, Kang, Yuanji, Zhu, Xianqiang, Zhu, Cheng, Xiao, Gaoxi
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Multi-Layer Networks; Representation Learning
• Online Access: https://hdl.handle.net/10356/159519
• Institution: Nanyang Technological University

Mapping nodes in multi-layer and heterogeneous networks to low-dimensional vectors has wide applications in community detection, node classification and link prediction, etc. In this paper, a generalized graph representation learning framework is proposed for information aggregation in various multi...