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 1051–1075 of 1192 papers

TitleStatusHype
Variational Quantum Circuit Model for Knowledge Graphs Embedding—0
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation—0
Examining Adversarial Learning against Graph-based IoT Malware Detection Systems—0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
A Relational Tucker Decomposition for Multi-Relational Link Prediction—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
Multi-Task Feature Learning for Knowledge Graph Enhanced RecommendationCode0
All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional NetworksCode0
Learning Graph Embedding with Adversarial Training Methods—0
Fairwalk: Towards fair graph embeddingCode0
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning—0
Dynamic Graph Representation Learning via Self-Attention NetworksCode0
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification—0
Improved Knowledge Graph Embedding using Background Taxonomic Information—0
dynnode2vec: Scalable Dynamic Network Embedding—0
Spatio-Temporal Action Graph NetworksCode0
From Node Embedding to Graph Embedding: Scalable Global Graph Kernel via Random Features—0
DynamicGEM: A Library for Dynamic Graph Embedding MethodsCode0
TGE-viz : Transition Graph Embedding for Visualization of Plan Traces and Domains—0
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksCode0
Data-Efficient Graph Embedding Learning for PCB Component Detection—0
Differentiating Concepts and Instances for Knowledge Graph EmbeddingCode0
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces—0
End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionCode0
Multi-Task Graph AutoencodersCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified