Community detection in node-attributed social networks: a survey

20 December 2019

Papers citing "Community detection in node-attributed social networks: a survey"

23 / 23 papers shown

Title
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion Anjali de Silva Gang Chen Hui Ma Seyed Mohammad Nekooei Xingquan Zuo 20 0 0 15 May 2025
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 68 0 0 27 Dec 2024
Learning Joint and Individual Structure in Network Data with Covariates Carson James Dongbang Yuan Irina Gaynanova Jesús Arroyo CML 37 0 0 13 Jun 2024
Effective Clustering on Large Attributed Bipartite Graphs Renchi Yang Yidu Wu Xiaoyang Lin Qichen Wang Tsz Nam Chan Jieming Shi 28 3 0 20 May 2024
A singular Riemannian Geometry Approach to Deep Neural Networks III. Piecewise Differentiable Layers and Random Walks on $n$ -dimensional Classes A. Benfenati A. Marta 44 1 0 09 Apr 2024
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs A. Bazaga Pietro Lio G. Micklem 40 2 0 11 Feb 2024
Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block Models Kazuki Nakajima Takeaki Uno 55 0 0 01 Jan 2024
Uncertainty in GNN Learning Evaluations: A Comparison Between Measures for Quantifying Randomness in GNN Community Detection Will Leeney Ryan McConville 30 2 0 14 Dec 2023
Unsupervised Learning via Network-Aware Embeddings Anne Sophie Riis Damstrup Sofie Tosti Madsen Michele Coscia SSL 43 0 0 19 Sep 2023
FastAMI -- a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics Kai Klede Leo Schwinn Dario Zanca Björn Eskofier 13 2 0 03 May 2023
Cognitive modelling with multilayer networks: Insights, advancements and future challenges Massimo Stella Salvatore Citraro Giulio Rossetti Daniele Marinazzo Yoed N. Kenett M. Vitevitch 6 1 0 02 Oct 2022
Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey Jiaqi Wen Bogdan Gabrys Katarzyna Musial AI4CE 42 30 0 15 Feb 2022
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations A. Benfenati A. Marta 51 11 0 17 Dec 2021
Uncovering the Local Hidden Community Structure in Social Networks Meng Wang Boyu Li Kun He J. Hopcroft GNN 29 2 0 08 Dec 2021
Measuring Proximity in Attributed Networks for Community Detection Rinat Aynulin P. Chebotarev 20 2 0 04 Nov 2021
Community detection for weighted bipartite networks Huan Qing Jingli Wang 47 11 0 21 Sep 2021
Extending Bootstrap AMG for Clustering of Attributed Graphs P. DÁmbra P. Vassilevski Luisa Cutillo 16 1 0 20 Sep 2021
A Generative Node-attribute Network Model for Detecting Generalized Structure Wei Liu Zhenhai Chang Caiyan Jia Yimei Zheng 6 10 0 05 Jun 2021
A Comprehensive Survey on Community Detection with Deep Learning Xing Su Shan Xue Fanzhen Liu Jia Wu Jian Yang ... Cécile Paris Surya Nepal Di Jin Quan Z. Sheng Philip S. Yu GNN 22 321 0 26 May 2021
Effective and Scalable Clustering on Massive Attributed Graphs Renchi Yang Jieming Shi Yifan Yang Keke Huang Shiqi Zhang Xiaokui Xiao 13 20 0 07 Feb 2021
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering Chaojie Ji Hongwei Chen Ruxin Wang Yunpeng Cai Hongyan Wu 17 12 0 12 Sep 2020
Characterizing Communities of Hashtag Usage on Twitter During the 2020 COVID-19 Pandemic by Multi-view Clustering Iain J. Cruickshank Kathleen M. Carley 10 41 0 03 Aug 2020
Graph Neural Network Encoding for Community Detection in Attribute Networks Jianyong Sun Wei Zheng Qingfu Zhang Zongben Xu 9 76 0 06 Jun 2020