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 1001–1025 of 1192 papers

TitleStatusHype
Embedding Graphs under Centrality Constraints for Network Visualization—0
Embedding Knowledge Graph in Function Spaces—0
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity—0
SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches—0
Embedding Method for Knowledge Graph with Densely Defined Ontology—0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
Empirical effect of graph embeddings on fraud detection/ risk mitigation—0
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories—0
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks—0
Scientific Dataset Discovery via Topic-level Recommendation—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Representing Hierarchical Structure by Using Cone Embedding—0
DySuse: Susceptibility Estimation in Dynamic Social Networks—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions—0
Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction—0
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion—0
dynnode2vec: Scalable Dynamic Network Embedding—0
Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering—0
Estimating Vector Fields on Manifolds and the Embedding of Directed Graphs—0
AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding—0
DynLLM: When Large Language Models Meet Dynamic Graph Recommendation—0
EventKE: Event-Enhanced Knowledge Graph Embedding—0
Examining Adversarial Learning against Graph-based IoT Malware Detection Systems—0
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified