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 301–325 of 1192 papers

TitleStatusHype
A Survey of Knowledge Graph Embedding and Their Applications—0
Algorithm Selection for Optimal Multi-Agent Path Finding via Graph Embedding—0
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs—0
Conformal Prediction for Network-Assisted Regression—0
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction—0
Conformalized Answer Set Prediction for Knowledge Graph Embedding—0
Adaptive Fuzzy C-Means with Graph Embedding—0
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic—0
Generalized Graph Embedding Models—0
5* Knowledge Graph Embeddings with Projective Transformations—0
Association Rules Enhanced Knowledge Graph Attention Network—0
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing—0
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations—0
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs—0
A Simple Spectral Failure Mode for Graph Convolutional Networks—0
Composing Knowledge Graph Embeddings via Word Embeddings—0
Consensus Clustering: An Embedding Perspective, Extension and Beyond—0
A simple coding for cross-domain matching with dimension reduction via spectral graph embedding—0
Community detection in networks using graph embeddings—0
NagE: Non-Abelian Group Embedding for Knowledge Graphs—0
GARNET: A Spectral Approach to Robust and Scalable Graph Neural Networks—0
GEFF: Graph Embedding for Functional Fingerprinting—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
Graph Classification Based on Skeleton and Component Features—0
Community Detection in General Hypergraph via Graph Embedding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified