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

• المؤلفون الرئيسيون: Yang, Guoli, Kang, Yuanji, Zhu, Xianqiang, Zhu, Cheng, Xiao, Gaoxi
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Multi-Layer Networks; Representation Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/159519

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...