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 401–425 of 1192 papers

TitleStatusHype
A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddingsCode0
SCARA: Scalable Graph Neural Networks with Feature-Oriented OptimizationCode1
Graph Neural Networks for Distributed Power Allocation in Wireless Networks: Aggregation Over-the-AirCode1
Hardware-agnostic Computation for Large-scale Knowledge Graph EmbeddingsCode1
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity TypingCode1
Pattern Analysis of Money Flow in the Bitcoin Blockchain—0
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRankCode0
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph EmbeddingsCode1
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations—0
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph EmbeddingsCode1
Wasserstein Graph Distance Based on L_1-Approximated Tree Edit Distance between Weisfeiler-Lehman SubtreesCode0
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation—0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
Neural Networks in a Product of Hyperbolic Spaces—0
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution—0
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding QualityCode0
A Representation Learning Framework for Property GraphsCode1
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation LearningCode0
On the Surprising Behaviour of node2vecCode0
Manifold Graph Signal Restoration using Gradient Graph Laplacian Regularizer—0
Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding—0
Soft Retargeting Network for Click Through Rate Prediction—0
Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction—0
iLab at FinCausal 2022: Enhancing Causality Detection with an External Cause-Effect Knowledge Graph—0
Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified