A Survey on Role-Oriented Network Embedding

Role-based network embedding via structural features reconstruction with degree-regularized constraint

(2021) Wang Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Toward Understanding and Evaluating Structural Node Embeddings

(2021) Junchen Jin et al.   ACM Transactions on Knowledge Discovery from Data

Hyperbolic Deep Neural Networks: A Survey

(2021) Wei Peng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

struc2gauss: Structural role preserving network embedding via Gaussian embedding

(2020) Yulong Pei et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Achieving and maintaining important roles in social media

(2020) Anna Zygmunt et al.   INFORMATION PROCESSING & MANAGEMENT

Exploring the transition behavior of nodes in temporal networks based on dynamic community detection

(2020) Tianpeng Li et al.   Future Generation Computer Systems-The International Journal of eScience

From Community to Role-based Graph Embeddings

(2020) Ryan A. Rossi et al.   ACM Transactions on Knowledge Discovery from Data

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Learning on Graphs: A Survey

(2020) Ziwei Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Graph Summarization Methods and Applications

(2018) Yike Liu et al.   ACM COMPUTING SURVEYS

A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

(2018) HongYun Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey on Network Embedding

(2018) Peng Cui et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Community detection in multi-layer networks using joint nonnegative matrix factorization

(2018) Xiaoke Ma et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Unified Framework for Community Detection and Network Representation Learning

(2018) Cunchao Tu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Graph embedding techniques, applications, and performance: A survey

(2018) Palash Goyal et al.   KNOWLEDGE-BASED SYSTEMS

Personalized recommendation based on hierarchical interest overlapping community

(2018) Jianxing Zheng et al.   INFORMATION SCIENCES

Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks

(2017) Xiaoke Ma et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey of Link Prediction in Complex Networks

(2016) Víctor Martínez et al.   ACM COMPUTING SURVEYS

NATERGM: A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks

(2016) Shan Jiang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Universal resilience patterns in complex networks

(2016) Jianxi Gao et al.   NATURE

Dynamics of information diffusion and its applications on complex networks

(2016) Zi-Ke Zhang et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Community detection in networks: A user guide

(2016) Santo Fortunato et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Role Discovery in Networks

(2015) Ryan A. Rossi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Algorithms and Applications for Community Detection in Weighted Networks

(2015) Zongqing Lu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Personalized recommendations based on time-weighted overlapping community detection

(2015) Haoyuan Feng et al.   INFORMATION & MANAGEMENT

A Unified Semi-Supervised Community Detection Framework Using Latent Space Graph Regularization

(2015) Liang Yang et al.   IEEE Transactions on Cybernetics

MultiComm: Finding Community Structure in Multi-Dimensional Networks

(2013) Xutao Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS