SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

Showing 801825 of 1192 papers

TitleStatusHype
Temporal Analysis of Reddit Networks via Role Embeddings0
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks0
Temporal Knowledge Graph Embedding based on Multivariate Gaussian Process0
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning0
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing0
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators0
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework0
TGE-viz : Transition Graph Embedding for Visualization of Plan Traces and Domains0
Directed Graph Representation through Vector Cross Product0
The Importance of Norm Regularization in Linear Graph Embedding: Theoretical Analysis and Empirical Demonstration0
Discrete Knowledge Graph Embedding based on Discrete Optimization0
TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook0
Tight and fast generalization error bound of graph embedding in metric space0
Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets0
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution0
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach0
DisenE: Disentangling Knowledge Graph Embeddings0
TorusE: Knowledge Graph Embedding on a Lie Group0
Data Poisoning Attack against Knowledge Graph Embedding0
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning0
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning0
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction0
Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding0
Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding0
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0Unverified