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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 1001–1050 of 1192 papers

TitleStatusHype
Expeditious Generation of Knowledge Graph EmbeddingsCode0
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Exploring the Representational Power of Graph AutoencoderCode0
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical StudyCode0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
FairMILE: Towards an Efficient Framework for Fair Graph Representation LearningCode0
Fairwalk: Towards fair graph embeddingCode0
Fast Attributed Graph Embedding via Density of StatesCode0
FeatureNorm: L2 Feature Normalization for Dynamic Graph EmbeddingCode0
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and EmbeddingCode0
From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddingsCode0
From Local to Global: Spectral-Inspired Graph Neural NetworksCode0
From Node Embedding To Community EmbeddingCode0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
GAN-TAT: A Novel Framework Using Protein Interaction Networks in Druggable Gene IdentificationCode0
Gaussian Embedding of Large-scale Attributed GraphsCode0
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph PruningCode0
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement LearningCode0
Geolocation of Cultural Heritage using Multi-View Knowledge Graph EmbeddingCode0
GLEE: Geometric Laplacian Eigenmap EmbeddingCode0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
GPINN: Physics-informed Neural Network with Graph EmbeddingCode0
GRAN is superior to GraphRNN: node orderings, kernel- and graph embeddings-based metrics for graph generatorsCode0
Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associationsCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural NetworksCode0
Graph Embedded Intuitionistic Fuzzy Random Vector Functional Link Neural Network for Class Imbalance LearningCode0
Graph-Embedded Subspace Support Vector Data DescriptionCode0
Graph Embedding Augmented Skill Rating SystemCode0
Graph Embedding based Wireless Link Scheduling with Few Training SamplesCode0
Graph Embedding on Biomedical Networks: Methods, Applications, and EvaluationsCode0
Graph Embedding Techniques, Applications, and Performance: A SurveyCode0
Graph isomorphism UNetCode0
Robust Graph Representation Learning for Local Corruption RecoveryCode0
Graph Representation Ensemble LearningCode0
Graph Representation Learning: A SurveyCode0
Graph Representation Learning Beyond Node and HomophilyCode0
Graph Representation Learning via Hard and Channel-Wise Attention NetworksCode0
Graph U-NetsCode0
GraphVAE: Towards Generation of Small Graphs Using Variational AutoencodersCode0
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation LearningCode0
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
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Hierarchical stochastic graphlet embedding for graph-based pattern recognitionCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified