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Node Clustering

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Showing 1–50 of 130 papers

TitleStatusHype
Multi-Granular Attention based Heterogeneous Hypergraph Neural Network—0
Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-AttentionCode1
Adjusted Count Quantification Learning on Graphs—0
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings—0
Scalable Deep Metric Learning on Attributed Graphs—0
TDGCN-Based Mobile Multiuser Physical-Layer Authentication for EI-Enabled IIoT—0
Clustering Based on Density Propagation and Subcluster Merging—0
G-SPARC: SPectral ARchitectures tackling the Cold-start problem in Graph learning—0
Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning—0
Cluster-wise Graph Transformer with Dual-granularity Kernelized AttentionCode1
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor AugmentationCode0
Bootstrap Latents of Nodes and Neighbors for Graph Self-Supervised LearningCode0
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning—0
GraphFM: A Comprehensive Benchmark for Graph Foundation ModelCode0
HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity—0
Cluster-based Graph Collaborative FilteringCode0
Graph Parsing NetworksCode1
Unsupervised Optimisation of GNNs for Node Clustering—0
Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community StructuresCode1
A Contrastive Variational Graph Auto-Encoder for Node ClusteringCode0
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
Community Detection Guarantees Using Embeddings Learned by Node2Vec—0
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning—0
General Graph Random FeaturesCode0
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based SimilarityCode1
CONVERT:Contrastive Graph Clustering with Reliable AugmentationCode1
SR-HGN: semantic- and relation-aware heterogeneous graph neural networkCode1
Latent Random Steps as Relaxations of Max-Cut, Min-Cut, and More—0
Curvature-based Clustering on Graphs—0
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks—0
CARL-G: Clustering-Accelerated Representation Learning on Graphs—0
arXiv4TGC: Large-Scale Datasets for Temporal Graph ClusteringCode0
Classification of Edge-dependent Labels of Nodes in HypergraphsCode1
Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node ClusteringCode0
Deep Temporal Graph ClusteringCode1
Clustering of Time-Varying Graphs Based on Temporal Label Smoothness—0
CSGCL: Community-Strength-Enhanced Graph Contrastive LearningCode1
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation LearningCode0
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh TransformersCode1
USER: Unsupervised Structural Entropy-based Robust Graph Neural NetworkCode0
Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network—0
Scalable Attributed-Graph Subspace ClusteringCode1
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural NetworkCode0
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative SamplesCode1
GraphLearner: Graph Node Clustering with Fully Learnable AugmentationCode0
Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs—0
HCL: Improving Graph Representation with Hierarchical Contrastive Learning—0
Multi-task Self-supervised Graph Neural Networks Enable Stronger Task GeneralizationCode1
Multi-Granularity Graph Pooling for Video-based Person Re-Identification—0
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