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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 451–500 of 1192 papers

TitleStatusHype
TuckerDNCaching: high-quality negative sampling with tucker decompositionCode0
GPINN: Physics-informed Neural Network with Graph EmbeddingCode0
Contextual Dictionary Lookup for Knowledge Graph Completion—0
MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs—0
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives—0
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
Semantic tradeoff for heterogeneous graph embedding—0
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
Knowledge Graph Embedding with Electronic Health Records Data via Latent Graphical Block Model—0
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation LearningCode0
An Investigation of Evaluation Metrics for Automated Medical Note GenerationCode0
3D Rotation and Translation for Hyperbolic Knowledge Graph EmbeddingCode0
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Tight and fast generalization error bound of graph embedding in metric space—0
Semisupervised regression in latent structure networks on unknown manifolds—0
Connector 0.5: A unified framework for graph representation learningCode0
Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness—0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Graph Embedding Augmented Skill Rating SystemCode0
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing—0
A Comprehensive Survey on Deep Graph Representation Learning—0
Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding—0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddingsCode0
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
Farspredict: A benchmark dataset for link prediction—0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
CS-TGN: Community Search via Temporal Graph Neural NetworksCode0
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery—0
Diversity matters: Robustness of bias measurements in WikidataCode0
Random projection tree similarity metric for SpectralNetCode0
A parameter-free graph reduction for spectral clustering and SpectralNetCode0
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
Refining a k-nearest neighbor graph for a computationally efficient spectral clusteringCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
Approximate spectral clustering with eigenvector selection and self-tuned kCode0
Approximate spectral clustering density-based similarity for noisy datasetsCode0
Random Projection Forest Initialization for Graph Convolutional NetworksCode0
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis—0
Persian topic detection based on Human Word association and graph embedding—0
Conformal Prediction for Network-Assisted Regression—0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Spectral Augmentations for Graph Contrastive Learning—0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified