SOTAVerified

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 1126–1150 of 1192 papers

TitleStatusHype
Overlapping Spaces for Compact Graph RepresentationsCode0
ParaGraphE: A Library for Parallel Knowledge Graph EmbeddingCode0
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph EmbeddingsCode0
Premise Selection for Theorem Proving by Deep Graph EmbeddingCode0
Probabilistic Logic Neural Networks for ReasoningCode0
PyTorch-BigGraph: A Large-scale Graph Embedding SystemCode0
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph CompletionCode0
Quaternion Knowledge Graph EmbeddingsCode0
Random Projection Forest Initialization for Graph Convolutional NetworksCode0
Random projection tree similarity metric for SpectralNetCode0
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
Recommender systems based on graph embedding techniques: A comprehensive reviewCode0
Refining a k-nearest neighbor graph for a computationally efficient spectral clusteringCode0
Refining a -nearest neighbor graph for a computationally efficient spectral clusteringCode0
A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationCode0
Relation order histograms as a network embedding toolCode0
RelWalk A Latent Variable Model Approach to Knowledge Graph EmbeddingCode0
REMOD: Relation Extraction for Modeling Online DiscourseCode0
Answering Visual-Relational Queries in Web-Extracted Knowledge GraphsCode0
Representation Learning with Weighted Inner Product for Universal Approximation of General SimilaritiesCode0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
Residual2Vec: Debiasing graph embedding with random graphsCode0
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion FunctionalsCode0
Robustness of graph embedding methods for community detectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified