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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 451–475 of 1192 papers

TitleStatusHype
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
ATP: Directed Graph Embedding with Asymmetric Transitivity PreservationCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional RotationCode0
Dissimilar Nodes Improve Graph Active LearningCode0
An Investigation of Evaluation Metrics for Automated Medical Note GenerationCode0
Binarized Attributed Network EmbeddingCode0
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity PredictionCode0
Billion-scale Commodity Embedding for E-commerce Recommendation in AlibabaCode0
Learning Universal Graph Neural Network Embeddings With Aid Of Transfer LearningCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
Benchmarks for Graph Embedding EvaluationCode0
An FEA surrogate model with Boundary Oriented Graph Embedding approachCode0
Graph Embedding based Wireless Link Scheduling with Few Training SamplesCode0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Hierarchical stochastic graphlet embedding for graph-based pattern recognitionCode0
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
GraphZoom: A multi-level spectral approach for accurate and scalable graph embeddingCode0
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment AnalysisCode0
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
Graph Embedding Techniques, Applications, and Performance: A SurveyCode0
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified