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 951–975 of 1192 papers

TitleStatusHype
A Complex Network based Graph Embedding Method for Link Prediction—0
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings—0
Understanding graph embedding methods and their applications—0
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning—0
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers—0
Resilience in Knowledge Graph Embeddings—0
RESTORE: Graph Embedding Assessment Through Reconstruction—0
Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale Graphs—0
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources—0
A Survey on Graph Representation Learning Methods—0
Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings—0
A Survey on Embedding Dynamic Graphs—0
Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space—0
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain—0
A Survey of Knowledge Graph Embedding and Their Applications—0
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs—0
Robust Graph Embedding with Noisy Link Weights—0
Robust Knowledge Graph Embedding via Denoising—0
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization—0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Association Rules Enhanced Knowledge Graph Attention Network—0
A Simple Spectral Failure Mode for Graph Convolutional Networks—0
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion—0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified