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 476–500 of 1192 papers

TitleStatusHype
Rethinking Graph Convolutional Networks in Knowledge Graph CompletionCode1
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning—0
SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding—0
Heterogeneous manifolds for curvature-aware graph embedding—0
PPPNE: Personalized proximity preserved network embedding—0
Potential destination discovery for low predictability individuals based on knowledge graph—0
A Survey on Visual Transfer Learning using Knowledge Graphs—0
Faithiful Embeddings for EL++ Knowledge BasesCode0
Revisiting Global Pooling through the Lens of Optimal TransportCode1
Representing Long-Range Context for Graph Neural Networks with Global AttentionCode1
Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community LabelingCode0
Detection of Correlated Alarms Using Graph Embedding—0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion—0
Contrastive Laplacian EigenmapsCode1
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsCode1
Scaling Knowledge Graph Embedding Models—0
Neighbor2vec: an efficient and effective method for Graph Embedding—0
Stay Positive: Knowledge Graph Embedding Without Negative SamplingCode0
Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network—0
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings—0
Semi-Supervised Graph Attention Networks for Event Representation LearningCode0
Motif Graph Neural NetworkCode1
Manifold learning via quantum dynamics—0
A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods—0
CSSR: A Context-Aware Sequential Software Service Recommendation ModelCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified