A Survey on the Recent Advances of Deep Community Detection

Optimizing Variational Graph Autoencoder for Community Detection with Dual Optimization

(2020) Jun Jin Choong et al.   Entropy

Multi-Scale Weight Sharing Network for Image Recognition

(2020) Shubhra Aich et al.   PATTERN RECOGNITION LETTERS

A new deep sparse autoencoder for community detection in complex networks

(2020) Rong Fei et al.   EURASIP Journal on Wireless Communications and Networking

Stacked autoencoder-based community detection method via an ensemble clustering framework

(2020) Rongbin Xu et al.   INFORMATION SCIENCES

Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters

(2020) Mohammed Al-Andoli et al.   Journal of Ambient Intelligence and Humanized Computing

Edge classification based on Convolutional Neural Networks for community detection in complex network

(2020) Biao Cai et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

MeshCNN

(2019) Rana Hanocka et al.   ACM TRANSACTIONS ON GRAPHICS

Parameters Sharing in Residual Neural Networks

(2019) Dawei Dai et al.   NEURAL PROCESSING LETTERS

Learning Graph Embedding With Adversarial Training Methods

(2019) Shirui Pan et al.   IEEE Transactions on Cybernetics

Multiobjective Optimization and Local Merge for Clustering Attributed Graphs

(2019) Clara Pizzuti et al.   IEEE Transactions on Cybernetics

Learning Graph Representation With Generative Adversarial Nets

(2019) Hongwei Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Convexified modularity maximization for degree-corrected stochastic block models

(2018) Yudong Chen et al.   ANNALS OF STATISTICS

A Fast Parallel Community Discovery Model on Complex Networks Through Approximate Optimization

(2018) Shaojie Qiao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Revealing community structures by ensemble clustering using group diffusion

(2018) Elena Ivannikova et al.   Information Fusion

Incorporating network structure with node contents for community detection on large networks using deep learning

(2018) Jinxin Cao et al.   NEUROCOMPUTING

Deep Convolutional Neural Networks for Feature Extraction of Images Generated from Complex Networks Topologies

(2018) Ye Xu et al.   WIRELESS PERSONAL COMMUNICATIONS

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

(2018) Ron Levie et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A distributed overlapping community detection model for large graphs using autoencoder

(2018) Vandana Bhatia et al.   Future Generation Computer Systems-The International Journal of eScience

Engineering Parallel Algorithms for Community Detection in Massive Networks

(2016) Christian L. Staudt et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Algorithms and Applications for Community Detection in Weighted Networks

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT