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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

Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time ICML 2021
Finding Bipartite Components in Hypergraphs NIPS 2021
Learning a Proposal Classifier for Multiple Object Tracking CVPR 2021
Multi-view Contrastive Graph Clustering NIPS 2021
LEAP Submission for the Third DIHARD Diarization Challenge INTERSPEECH 2021
Streaming Belief Propagation for Community Detection NIPS 2021
Hierarchical Clustering via Sketches and Hierarchical Correlation Clustering AISTATS 2021
Regularized spectral methods for clustering signed networks JMLR 2021
RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense ACL 2021
Local Correlation Clustering with Asymmetric Classification Errors ICML 2021
Hierarchical Clustering: $O(1)$-Approximation for Well-Clustered Graphs NIPS 2021
Sparse Popularity Adjusted Stochastic Block Model JMLR 2021
RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense IJCNLP 2021
Change Point Estimation in a Dynamic Stochastic Block Model JMLR 2020
Multiple Graph Matching and Clustering via Decayed Pairwise Matching Composition AAAI 2020
Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020
Large Scale Video Representation Learning via Relational Graph Clustering CVPR 2020
A Theoretical Case Study of Structured Variational Inference for Community Detection AISTATS 2020
Hermitian matrices for clustering directed graphs: insights and applications AISTATS 2020
A Unified Framework for Structured Graph Learning via Spectral Constraints JMLR 2020
Scikit-network: Graph Analysis in Python JMLR 2020
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time IJCAI 2020
Semi-supervised Clustering via Pairwise Constrained Optimal Graph IJCAI 2020
Gromov-Wasserstein Factorization Models for Graph Clustering AAAI 2020