SOTAVerified

Node Clustering

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 130 papers

TitleStatusHype
Identity-aware Graph Neural NetworksCode2
Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-AttentionCode1
Cluster-wise Graph Transformer with Dual-granularity Kernelized AttentionCode1
Graph Parsing NetworksCode1
Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community StructuresCode1
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
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
Classification of Edge-dependent Labels of Nodes in HypergraphsCode1
Deep Temporal Graph ClusteringCode1
CSGCL: Community-Strength-Enhanced Graph Contrastive LearningCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh TransformersCode1
Scalable Attributed-Graph Subspace ClusteringCode1
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative SamplesCode1
Multi-task Self-supervised Graph Neural Networks Enable Stronger Task GeneralizationCode1
MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed LaplacianCode1
A Representation Learning Framework for Property GraphsCode1
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich NetworksCode1
Dissecting graph measure performance for node clustering in LFR parameter spaceCode1
SSSNET: Semi-Supervised Signed Network ClusteringCode1
RAMA: A Rapid Multicut Algorithm on GPUCode1
Rethinking Graph Auto-Encoder Models for Attributed Graph ClusteringCode1
A Survey on Role-Oriented Network EmbeddingCode1
Automated Self-Supervised Learning for GraphsCode1
Permutation-Invariant Variational Autoencoder for Graph-Level Representation LearningCode1
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural NetworksCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
Simple Spectral Graph ConvolutionCode1
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learningCode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
StructPool: Structured Graph Pooling via Conditional Random FieldsCode1
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph EmbeddingCode1
Simple and Effective Graph Autoencoders with One-Hop Linear ModelsCode1
Keep It Simple: Graph Autoencoders Without Graph Convolutional NetworksCode1
Multi-Granular Attention based Heterogeneous Hypergraph Neural Network—0
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
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
Show:102550
← PrevPage 1 of 3Next →

No leaderboard results yet.