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 651–675 of 1192 papers

TitleStatusHype
Knowledge Graph Embedding with Hierarchical Relation Structure—0
Temporal Analysis of Reddit Networks via Role Embeddings—0
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs—0
Knowledge Graph Embedding with Multiple Relation Projections—0
Knowledge Graph Embedding with Numeric Attributes of Entities—0
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks—0
A Group-Theoretic Framework for Knowledge Graph Embedding—0
Knowledge Graph Representation with Jointly Structural and Textual Encoding—0
Cross Domain Model Compression by Structurally Weight Sharing—0
Knowlege Graph Embedding by Flexible Translation—0
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation—0
Croppable Knowledge Graph Embedding—0
KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm—0
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding—0
Language in Our Time: An Empirical Analysis of Hashtags—0
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings—0
Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey—0
Temporal Knowledge Graph Embedding based on Multivariate Gaussian Process—0
Large Language Models for Knowledge Graph Embedding Techniques, Methods, and Challenges: A Survey—0
Layered Graph Embedding for Entity Recommendation using Wikipedia in the Yahoo! Knowledge Graph—0
Learning a Distance Metric from a Network—0
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings—0
Learning Combinatorial Embedding Networks for Deep Graph Matching—0
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing—0
Learning Cross-Domain Representation with Multi-Graph Neural Network—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified