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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 601–650 of 1192 papers

TitleStatusHype
Investigating Extensions to Random Walk Based Graph Embedding—0
Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning—0
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms—0
Structured Query Construction via Knowledge Graph Embedding—0
Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding—0
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image—0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
Iterative Deep Graph Learning for Graph Neural Networks—0
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications—0
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Joint Embedding Learning of Educational Knowledge Graphs—0
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach—0
Jointly Embedding Knowledge Graphs and Logical Rules—0
Curvature Regularization to Prevent Distortion in Graph Embedding—0
Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference—0
Joint Modeling of Visual Objects and Relations for Scene Graph Generation—0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
Subsampling for Knowledge Graph Embedding Explained—0
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations—0
Kernel classification of connectomes based on earth mover's distance between graph spectra—0
Semantic and Expressive Variation in Image Captions Across Languages—0
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion—0
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network—0
KGpose: Keypoint-Graph Driven End-to-End Multi-Object 6D Pose Estimation via Point-Wise Pose Voting—0
CS-MLGCN : Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks—0
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding—0
Knowledge-enriched Two-layered Attention Network for Sentiment Analysis—0
Knowledge Graph Embedding: An Overview—0
Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds—0
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces—0
Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation—0
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy—0
Cross Version Defect Prediction with Class Dependency Embeddings—0
Algorithm Selection for Optimal Multi-Agent Path Finding via Graph Embedding—0
Knowledge Graph Embedding Compression—0
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs—0
Cross-validation of matching correlation analysis by resampling matching weights—0
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules—0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification—0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties—0
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports—0
Survey on Embedding Models for Knowledge Graph and its Applications—0
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention—0
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings—0
Knowledge Graph Embedding via Graph Attenuated Attention Networks—0
NagE: Non-Abelian Group Embedding for Knowledge Graphs—0
Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods—0
Knowledge Graph Embedding with Electronic Health Records Data via Latent Graphical Block Model—0
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified