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Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

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Showing 176–200 of 1192 papers

TitleStatusHype
DeepGG: a Deep Graph GeneratorCode1
Persona2vec: A Flexible Multi-role Representations Learning Framework for GraphsCode1
Deep Learning for Community Detection: Progress, Challenges and OpportunitiesCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Machine Learning on Graphs: A Model and Comprehensive TaxonomyCode1
Graph-Embedding Empowered Entity RetrievalCode1
Learning Geo-Contextual Embeddings for Commuting Flow PredictionCode1
SEEK: Segmented Embedding of Knowledge GraphsCode1
You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph EmbeddingsCode1
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph CompletionCode1
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic LiftingCode1
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental ProtocolCode1
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral ImageCode1
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link PredictionCode1
Network-principled deep generative models for designing drug combinations as graph setsCode1
VGCN-BERT: Augmenting BERT with Graph Embedding for Text ClassificationCode1
Iterative Context-Aware Graph Inference for Visual DialogCode1
K-Core based Temporal Graph Convolutional Network for Dynamic GraphsCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
Supervised Domain Adaptation using Graph EmbeddingCode1
Adaptive Graph Auto-Encoder for General Data ClusteringCode1
Inductive Representation Learning on Temporal GraphsCode1
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph EmbeddingCode1
Knowledge Graph Embedding for Link Prediction: A Comparative AnalysisCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified