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Graph Embedding

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

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Papers

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Showing 1101–1150 of 1192 papers

TitleStatusHype
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Model-based Subsampling for Knowledge Graph CompletionCode0
Molecule Property Prediction Based on Spatial Graph EmbeddingCode0
MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs EmbeddingCode0
Multi-dataset and Transfer Learning Using Gene Expression Knowledge GraphsCode0
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksCode0
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few LabelsCode0
Multi-Task Feature Learning for Knowledge Graph Enhanced RecommendationCode0
Multi-Task Graph AutoencodersCode0
Multi-view Knowledge Graph Embedding for Entity AlignmentCode0
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture SearchCode0
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph EmbeddingCode0
Network Embedding: on Compression and LearningCode0
Neural Graph Embedding Methods for Natural Language ProcessingCode0
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity DetectionCode0
Node-based Knowledge Graph Contrastive Learning for Medical Relationship PredictionCode0
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph EmbeddingCode0
Normed Spaces for Graph EmbeddingCode0
OCGEC: One-class Graph Embedding Classification for DNN Backdoor DetectionCode0
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language ModelingCode0
On the Surprising Behaviour of node2vecCode0
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link PredictionCode0
Out-of-Vocabulary Entities in Link PredictionCode0
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