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 276–300 of 1192 papers

TitleStatusHype
Tight and fast generalization error bound of graph embedding in metric space—0
Semisupervised regression in latent structure networks on unknown manifolds—0
Connector 0.5: A unified framework for graph representation learningCode0
Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness—0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Graph Embedding Augmented Skill Rating SystemCode0
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing—0
A Comprehensive Survey on Deep Graph Representation Learning—0
Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding—0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
Synergistic Graph Fusion via Encoder EmbeddingCode1
From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddingsCode0
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
Farspredict: A benchmark dataset for link prediction—0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph GenerationCode1
CS-TGN: Community Search via Temporal Graph Neural NetworksCode0
NESS: Node Embeddings from Static SubGraphsCode1
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery—0
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link PredictionCode1
Diversity matters: Robustness of bias measurements in WikidataCode0
A parameter-free graph reduction for spectral clustering and SpectralNetCode0
Random projection tree similarity metric for SpectralNetCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified