Role discovery

Generating Structural Node Representations via Higher-order Features and Adversarial Learning

Wang Zhang, Yang Yu, Ting Pan, Lin Pan, Pengfei Jiao, Wenjun Wang

A Survey on Role-Oriented Network Embedding

Pengfei Jiao, Xuan Guo, Ting Pan, Wang Zhang, Yulong Pei, Lin Pan

A Survey on Role-Oriented Network Embedding

Role-Oriented Network Embedding Based on Adversarial Learning between Higher-Order and Local Features

Wang Zhang, Xuan Guo, Ting Pan, Chaochao Liu, Pengfei Jiao, Lin Pan, Wenjun Wang

Lower Order Information Preserved Network Embedding Based on Non-Negative Matrix Decomposition

Qiang Tian, Lin Pan, Wang Zhang, Tianpeng Li, Huaming Wu, Pengfei Jiao, Wenjun Wang

Role-Based Network Embedding via Structural Features Reconstruction with Degree-Regularized Constraint

Wang Zhang, Xuan Guo, Wenjun Wang, Qiang Tian, Lin Pan, Pengfei Jiao