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 676–700 of 1192 papers

TitleStatusHype
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes—0
Learning event representations for temporal segmentation of image sequences by dynamic graph embedding—0
Convolutional Networks on Enhanced Message-Passing Graph Improve Semi-Supervised Classification with Few Labels—0
Controversy Detection: a Text and Graph Neural Network Based Approach—0
Learning Graph Embeddings from WordNet-based Similarity Measures—0
Learning Graph Embedding with Adversarial Training Methods—0
Learning by Sampling and Compressing: Efficient Graph Representation Learning with Extremely Limited Annotations—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
A First Experiment on Including Text Literals in KGloVe—0
Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge—0
Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations—0
Learning Visual Models using a Knowledge Graph as a Trainer—0
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing—0
Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding—0
Contextual Dictionary Lookup for Knowledge Graph Completion—0
Variational Quantum Circuit Model for Knowledge Graphs Embedding—0
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework—0
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization—0
Learning Rare Word Representations using Semantic Bridging—0
Context-Dependent Knowledge Graph Embedding—0
Learning Representations of Graph Data -- A Survey—0
TGE-viz : Transition Graph Embedding for Visualization of Plan Traces and Domains—0
Learning semantic Image attributes using Image recognition and knowledge graph embeddings—0
Learning Spatiotemporal-Aware Representation for POI Recommendation—0
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified