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Node Clustering

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Showing 1–50 of 130 papers

TitleStatusHype
Identity-aware Graph Neural NetworksCode2
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph EmbeddingCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
A Survey on Role-Oriented Network EmbeddingCode1
Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh TransformersCode1
Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community StructuresCode1
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learningCode1
MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed LaplacianCode1
Scalable Attributed-Graph Subspace ClusteringCode1
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based SimilarityCode1
Classification of Edge-dependent Labels of Nodes in HypergraphsCode1
SR-HGN: semantic- and relation-aware heterogeneous graph neural networkCode1
Dissecting graph measure performance for node clustering in LFR parameter spaceCode1
Deep Temporal Graph ClusteringCode1
Multi-task Self-supervised Graph Neural Networks Enable Stronger Task GeneralizationCode1
Automated Self-Supervised Learning for GraphsCode1
Keep It Simple: Graph Autoencoders Without Graph Convolutional NetworksCode1
Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-AttentionCode1
RAMA: A Rapid Multicut Algorithm on GPUCode1
Rethinking Graph Auto-Encoder Models for Attributed Graph ClusteringCode1
Simple Spectral Graph ConvolutionCode1
StructPool: Structured Graph Pooling via Conditional Random FieldsCode1
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative SamplesCode1
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural NetworksCode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
SSSNET: Semi-Supervised Signed Network ClusteringCode1
Cluster-wise Graph Transformer with Dual-granularity Kernelized AttentionCode1
Simple and Effective Graph Autoencoders with One-Hop Linear ModelsCode1
Graph Parsing NetworksCode1
Permutation-Invariant Variational Autoencoder for Graph-Level Representation LearningCode1
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich NetworksCode1
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
CONVERT:Contrastive Graph Clustering with Reliable AugmentationCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
CSGCL: Community-Strength-Enhanced Graph Contrastive LearningCode1
A Representation Learning Framework for Property GraphsCode1
Community Detection Guarantees Using Embeddings Learned by Node2Vec—0
Heterogeneous Graph Neural Network with Multi-view Representation Learning—0
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning—0
CoANE: Modeling Context Co-occurrence for Attributed Network Embedding—0
Unsupervised Optimisation of GNNs for Node Clustering—0
Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model—0
Clustering of Time-Varying Graphs Based on Temporal Label Smoothness—0
Clustering Based on Density Propagation and Subcluster Merging—0
HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity—0
Pre-Trained Models for Heterogeneous Information Networks—0
A mixed clustering coefficient centrality for identifying essential proteins—0
CARL-G: Clustering-Accelerated Representation Learning on Graphs—0
Effective Decoding in Graph Auto-Encoder using Triadic Closure—0
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources—0
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