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 926–950 of 1192 papers

TitleStatusHype
Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding—0
Neural Graph Embedding Methods for Natural Language ProcessingCode0
CoKE: Contextualized Knowledge Graph EmbeddingCode0
Dynamic Graph Embedding via LSTM History Tracking—0
Is Performance of Scholars Correlated to Their Research Collaboration Patterns?Code0
Symbolic Graph Embedding using Frequent Pattern MiningCode0
Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation—0
Graph Embedding VAE: A Permutation Invariant Model of Graph Structure—0
Cascading: Association Augmented Sequential Recommendation—0
Efficiently Embedding Dynamic Knowledge Graphs—0
Disentangling Interpretable Generative Parameters of Random and Real-World Graphs—0
Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding—0
Learning event representations for temporal segmentation of image sequences by dynamic graph embedding—0
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding—0
GraphZoom: A multi-level spectral approach for accurate and scalable graph embeddingCode0
Dynamic Joint Variational Graph Autoencoders—0
Graph Analysis and Graph Pooling in the Spatial Domain—0
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention MechanismCode0
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph EmbeddingCode0
Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings—0
Universal Graph Transformer Self-Attention NetworksCode0
Iterative Deep Graph Learning for Graph Neural Networks—0
Global graph curvature—0
A Group-Theoretic Framework for Knowledge Graph Embedding—0
Graph Neural Networks For Multi-Image Matching—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified