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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

Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NIPS 2023
Fast and Simple Spectral Clustering in Theory and Practice NIPS 2023
Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering AAAI 2023
Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023
Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023
CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023
Taming graph kernels with random features ICML 2023
Structural Entropy Guided Graph Hierarchical Pooling ICML 2022
RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022
S3GC: Scalable Self-Supervised Graph Clustering NIPS 2022
Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth NIPS 2022
Sublinear Algorithms for Hierarchical Clustering NIPS 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
Multi-View Clustering on Topological Manifold AAAI 2022
Exact Community Recovery over Signed Graphs AISTATS 2022
RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022
Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022
Better Private Algorithms for Correlation Clustering COLT 2022
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering ICML 2022
Sublinear-Time Clustering Oracle for Signed Graphs ICML 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences NIPS 2022
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Finding Bipartite Components in Hypergraphs NIPS 2021
Graph Filter-based Multi-view Attributed Graph Clustering IJCAI 2021