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 1126–1150 of 1192 papers

TitleStatusHype
KBGAN: Adversarial Learning for Knowledge Graph EmbeddingsCode0
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion—0
Graph Attention NetworksCode1
Watch Your Step: Learning Node Embeddings via Graph AttentionCode0
Graph Embedding with Rich Information through Heterogeneous Network—0
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation—0
Premise Selection for Theorem Proving by Deep Graph EmbeddingCode0
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications—0
Multi-view Graph Embedding with Hub Detection for Brain Network Analysis—0
Answering Visual-Relational Queries in Web-Extracted Knowledge GraphsCode0
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity DetectionCode0
Spectral Graph-Based Method of Multimodal Word Embedding—0
Learning Rare Word Representations using Semantic Bridging—0
Building Graph Representations of Deep Vector Embeddings—0
DeepPath: A Reinforcement Learning Method for Knowledge Graph ReasoningCode0
graph2vec: Learning Distributed Representations of GraphsCode1
Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets—0
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image—0
An experimental study of graph-based semi-supervised classification with additional node information—0
Poincaré Embeddings for Learning Hierarchical RepresentationsCode1
Active Learning for Graph EmbeddingCode0
Graph Embedding Techniques, Applications, and Performance: A SurveyCode0
Learning Spatiotemporal-Aware Representation for POI Recommendation—0
struc2vec: Learning Node Representations from Structural IdentityCode0
Learning Combinatorial Optimization Algorithms over GraphsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified