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
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
Hyperparameter-free and Explainable Whole Graph EmbeddingCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Identifying Conspiracy Theories News based on Event Relation GraphCode0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph EmbeddingCode0
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product ManifoldCode0
Improving Knowledge Graph Embedding Using Simple ConstraintsCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
FILDNE: A Framework for Incremental Learning of Dynamic Networks EmbeddingsCode0
Independent Distribution Regularization for Private Graph EmbeddingCode0
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
Integrating Network Embedding and Community Outlier Detection via Multiclass Graph DescriptionCode0
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social ContextsCode0
Is Performance of Scholars Correlated to Their Research Collaboration Patterns?Code0
Item-Graph2vec: a Efficient and Effective Approach using Item Co-occurrence Graph Embedding for Collaborative FilteringCode0
KBGAN: Adversarial Learning for Knowledge Graph EmbeddingsCode0
Knowledge Graph Embedding by Translating on HyperplanesCode0
Knowledge Graph Embedding for Ecotoxicological Effect PredictionCode0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
Knowledge Graph Embedding via Dynamic Mapping MatrixCode0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
Knowledge Graph Embedding with Atrous Convolution and Residual LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified