SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1101–1125 of 1192 papers

TitleStatusHype
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning—0
From Knowledge Graph Embedding to Ontology Embedding? An Analysis of the Compatibility between Vector Space Representations and Rules—0
Knowledge-enriched Two-layered Attention Network for Sentiment Analysis—0
Improving Knowledge Graph Embedding Using Simple ConstraintsCode0
RECS: Robust Graph Embedding Using Connection Subgraphs—0
Learning to Map Natural Language Statements into Knowledge Base Representations for Knowledge Base Construction—0
Feature Propagation on Graph: A New Perspective to Graph Representation Learning—0
Not all Embeddings are created Equal: Extracting Entity-specific Substructures for RDF Graph Embedding—0
Hyperbolic Entailment Cones for Learning Hierarchical EmbeddingsCode1
Expeditious Generation of Knowledge Graph EmbeddingsCode0
Fast Sequence Based Embedding with Diffusion GraphsCode1
Billion-scale Commodity Embedding for E-commerce Recommendation in AlibabaCode0
MILE: A Multi-Level Framework for Scalable Graph EmbeddingCode0
Adversarially Regularized Graph Autoencoder for Graph EmbeddingCode1
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks—0
The Importance of Norm Regularization in Linear Graph Embedding: Theoretical Analysis and Empirical Demonstration—0
GraphVAE: Towards Generation of Small Graphs Using Variational AutoencodersCode0
Knowledge Graph Embedding with Multiple Relation Projections—0
Ego-CNN: An Ego Network-based Representation of Graphs Detecting Critical Structures—0
Generalized Graph Embedding Models—0
Hybed: Hyperbolic Neural Graph Embedding—0
Predicting Rich Drug-Drug Interactions via Biomedical Knowledge Graphs and Text Jointly Embedding—0
Relevance Score of Triplets Using Knowledge Graph Embedding - The Pigweed Triple Scorer at WSDM Cup 2017—0
Knowledge Graph Embedding with Iterative Guidance from Soft RulesCode0
TorusE: Knowledge Graph Embedding on a Lie Group—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified