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Node Clustering

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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
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