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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 526–550 of 1192 papers

TitleStatusHype
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning—0
Poisoning Knowledge Graph Embeddings via Relation Inference PatternsCode1
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision PredictionCode1
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction—0
Parallel Training of Knowledge Graph Embedding Models: A Comparison of TechniquesCode1
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation—0
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge GraphCode0
EventKE: Event-Enhanced Knowledge Graph Embedding—0
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction—0
Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding—0
Graph Embedding with Hierarchical Attentive Membership—0
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings—0
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph EmbeddingCode1
GenURL: A General Framework for Unsupervised Representation Learning—0
Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingCode1
Unbiased Graph Embedding with Biased Graph Observations—0
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Degree-Based Random Walk Approach for Graph Embedding—0
Boosting Graph Embedding on a Single GPUCode1
Topologically Regularized Data EmbeddingsCode1
PG^2Net: Personalized and Group Preferences Guided Network for Next Place PredictionCode1
SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network—0
ReGVD: Revisiting Graph Neural Networks for Vulnerability DetectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified