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 551–600 of 1192 papers

TitleStatusHype
ReGVD: Revisiting Graph Neural Networks for Vulnerability DetectionCode1
Scalable Graph Embedding LearningOn A Single GPU—0
Fast Attributed Graph Embedding via Density of StatesCode0
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task—0
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph EmbeddingCode1
Hybrid Pointer Networks for Traveling Salesman Problems OptimizationCode1
Inference Attacks Against Graph Neural NetworksCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding—0
Convolutional Networks on Enhanced Message-Passing Graph Improve Semi-Supervised Classification with Few Labels—0
Explaining Knowledge Graph Embedding via Latent Rule Learning—0
Why does Negative Sampling not Work Well? Analysis of Convexity in Negative Sampling—0
Scalable Hierarchical Embeddings of Complex Networks—0
GARNET: A Spectral Approach to Robust and Scalable Graph Neural Networks—0
MULTI-LEVEL APPROACH TO ACCURATE AND SCALABLE HYPERGRAPH EMBEDDING—0
Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal GraphsCode0
One-Hot Graph Encoder EmbeddingCode1
DemiNet: Dependency-Aware Multi-Interest Network with Self-Supervised Graph Learning for Click-Through Rate Prediction—0
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
Recommender systems based on graph embedding techniques: A comprehensive reviewCode0
Temporal Knowledge Graph Completion using Box EmbeddingsCode1
Network representation learning systematic review: ancestors and current development state—0
Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization—0
Learning grounded word meaning representations on similarity graphsCode0
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network ModelCode1
roadscene2vec: A Tool for Extracting and Embedding Road Scene-GraphsCode1
Heterogeneous Graph Neural Network with Multi-view Representation Learning—0
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding—0
An FEA surrogate model with Boundary Oriented Graph Embedding approachCode0
Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy—0
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
Twitter User Representation Using Weakly Supervised Graph EmbeddingCode0
Data-driven Smart Ponzi Scheme Detection—0
Blockchain Phishing Scam Detection via Multi-channel Graph Classification—0
A Unified Framework for Cross-Domain and Cross-System Recommendations—0
Deep Contrastive Multiview Network Embedding—0
Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associationsCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
DGEM: A New Dual-modal Graph Embedding Method in Recommendation System—0
Hyperparameter-free and Explainable Whole Graph EmbeddingCode0
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification—0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
Graph Representation Learning on Tissue-Specific Multi-Omics—0
MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation LearningCode0
A Survey of Knowledge Graph Embedding and Their Applications—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified