A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

3 January 2021

Philip S. Yu

Papers citing "A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning"

20 / 20 papers shown

Title
A Noise-Resilient Semi-Supervised Graph Autoencoder for Overlapping Semantic Community Detection Abdelfateh Bekkair Slimane Bellaouar Slimane Oulad-Naoui 24 0 0 09 May 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 145 336 0 20 Feb 2025
Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities Shih-Hsuan Chiu Ya-Wen Teng De-Nian Yang Ming-Syan Chen 38 0 0 15 Feb 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 43 4 0 06 Oct 2024
Reinforcement Learning from Statistical Feedback: the Journey from AB Testing to ANT Testing Feiyang Han Yimin Wei Zhaofeng Liu Yanxing Qi 30 1 0 24 Nov 2023
Evading Community Detection via Counterfactual Neighborhood Search Andrea Bernini Fabrizio Silvestri Gabriele Tolomei BDL 28 1 0 13 Oct 2023
A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection Zhigang Liu Xin Luo 18 1 0 23 Feb 2023
KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks Zhizhi Yu Di Jin Cuiying Huo Zhiqiang Wang Xiulong Liu Heng Qi Jia Wu Lingfei Wu 30 9 0 22 Feb 2023
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems Yuanzhe Zhang Shirui Pan Jiangshan Yu 13 19 0 22 Dec 2022
DCC: A Cascade based Approach to Detect Communities in Social Networks Soumita Das A. Biswas A. Saxena 14 1 0 21 Dec 2022
Variational Graph Generator for Multi-View Graph Clustering Jianpeng Chen Yawen Ling Jie Xu Yazhou Ren Shudong Huang X. Pu Zhifeng Hao Philip S. Yu Lifang He 30 5 0 13 Oct 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 24 11 0 24 Jun 2022
TeKo: Text-Rich Graph Neural Networks with External Knowledge Zhizhi Yu Di Jin Jianguo Wei Ziyang Liu Yue Shang Yun Xiao Jiawei Han Lingfei Wu 32 4 0 15 Jun 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Xingliang Yuan Shirui Pan Hanghang Tong Jian Pei 45 104 0 16 May 2022
Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily Tao Wang Rui-xia Wang Di Jin Dongxiao He Yuxiao Huang 13 29 0 27 Dec 2021
Block Modeling-Guided Graph Convolutional Neural Networks Dongxiao He Chundong Liang Huixin Liu Ming-Chang Wen Pengfei Jiao Zhiyong Feng GNN 29 65 0 27 Dec 2021
Uncovering the Local Hidden Community Structure in Social Networks Meng Wang Boyu Li Kun He J. Hopcroft GNN 24 2 0 08 Dec 2021
Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection Yu Zheng Ming Jin Yixin Liu Lianhua Chi K. Phan Yi-Ping Phoebe Chen 22 122 0 23 Aug 2021
Anomaly Detection in Dynamic Graphs via Transformer Yixin Liu Shirui Pan Yu Guang Wang Fei Xiong Liang Wang Qingfeng Chen V. C. Lee 34 91 0 18 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 17 321 0 26 May 2021