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graph clustering

194 papers

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Co-occurring keywords

community detection (275) stochastic block model (146) spectral clustering (304) graph neural network (3945) network analysis (194) unsupervised learning (3255) approximation algorithm (630) contrastive learning (3979) multi-view clustering (199) hierarchical clustering (232)

Papers

Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering AAAI 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization AAAI 2024
A Non-parametric Graph Clustering Framework for Multi-View Data AAAI 2024
EyeGraph: Modularity-aware Spatio Temporal Graph Clustering for Continuous Event-based Eye Tracking NIPS 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024
Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs ICML 2023
Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs ICML 2023
Taming graph kernels with random features ICML 2023
Sample-Level Multi-View Graph Clustering CVPR 2023
CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023
Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering AAAI 2023
A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time NIPS 2023
Cluster-Guided Contrastive Graph Clustering Network AAAI 2023
GLCC: A General Framework for Graph-Level Clustering AAAI 2023
Hard Sample Aware Network for Contrastive Deep Graph Clustering AAAI 2023
Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NIPS 2023
Dual Label-Guided Graph Refinement for Multi-View Graph Clustering AAAI 2023
The Hyperspherical Geometry of Community Detection: Modularity as a Distance JMLR 2023
Self Weighted Multiplex Modularity Maximization for Multiview Clustering ACML 2023
Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023
Fast Combinatorial Algorithms for Min Max Correlation Clustering ICML 2023
Multi-class Graph Clustering via Approximated Effective $p$-Resistance ICML 2023
ClusterFuG: Clustering Fully connected Graphs by Multicut ICML 2023