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 876–900 of 1192 papers

TitleStatusHype
Fast Generating A Large Number of Gumbel-Max Variables—0
LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network EmbeddingCode1
Which way? Direction-Aware Attributed Graph EmbeddingCode0
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and TransferabilityCode2
GL2vec: Graph Embedding Enriched by Line Graphs with Edge Features—0
Fast Sequence-Based Embedding with Diffusion GraphsCode1
A Physical Embedding Model for Knowledge GraphsCode0
GEFF: Graph Embedding for Functional Fingerprinting—0
ExEm: Expert Embedding using dominating set theory with deep learning approachesCode0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
Knowledge Graph Embedding via Graph Attenuated Attention Networks—0
Probability Calibration for Knowledge Graph Embedding Models—0
An Attention-based Graph Neural Network for Heterogeneous Structural LearningCode0
Bridging the Gap between Community and Node Representations: Graph Embedding via Community DetectionCode0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification—0
Graph-based Multi-view Binary Learning for Image Clustering—0
Gaussian Embedding of Large-scale Attributed GraphsCode0
Conditional Structure Generation through Graph Variational Generative Adversarial NetsCode0
Product Knowledge Graph Embedding for E-commerce—0
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding—0
An End-to-End Framework for Cold Question Routing in Community Question Answering Services—0
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications—0
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link PredictionCode1
Exponential Family Graph Embeddings—0
Joint Embedding Learning of Educational Knowledge Graphs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified