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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

Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020
Independence Promoted Graph Disentangled Networks AAAI 2020
Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering NIPS 2020
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs NIPS 2020
Dirichlet Graph Variational Autoencoder NIPS 2020
Community detection using fast low-cardinality semidefinite programming NIPS 2020
On the Power of Louvain in the Stochastic Block Model NIPS 2020
Higher-Order Spectral Clustering of Directed Graphs NIPS 2020
Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian NIPS 2020
Provable Overlapping Community Detection in Weighted Graphs NIPS 2020
Coresets for Clustering in Graphs of Bounded Treewidth ICML 2020
Laplacian Regularized Few-Shot Learning ICML 2020
GraKeL: A Graph Kernel Library in Python JMLR 2020
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion IJCAI 2019
Attributed Graph Clustering: A Deep Attentional Embedding Approach IJCAI 2019
K-Best Transformation Synchronization ICCV 2019
Zero Resource Speech Synthesis Using Transcripts Derived from Perceptual Acoustic Units INTERSPEECH 2019
End to end learning and optimization on graphs NIPS 2019
Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019
Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019
L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations SEMEVAL 2019
Scaling Fine-grained Modularity Clustering for Massive Graphs IJCAI 2019
Exact Clustering of Weighted Graphs via Semidefinite Programming JMLR 2019
Attributed Graph Clustering via Adaptive Graph Convolution IJCAI 2019
Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019