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Graph Embedding

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

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Papers

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Showing 401–450 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
iLab at FinCausal 2022: Enhancing Causality Detection with an External Cause-Effect Knowledge Graph—0
Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction—0
Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization—0
Embedding Graphs on Grassmann ManifoldCode0
Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network ClassifierCode0
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation—0
Spatial Autoregressive Coding for Graph Neural Recommendation—0
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification—0
Relational representation learning with spike trains—0
Kronecker Decomposition for Knowledge Graph EmbeddingsCode1
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding—0
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
Efficient Hyper-parameter Search for Knowledge Graph EmbeddingCode1
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy—0
On Masked Language Models for Contextual Link Prediction—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding ReasoningCode1
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal RestrictionCode0
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space—0
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation—0
Finding MNEMON: Reviving Memories of Node Embeddings—0
Random Manifold Sampling and Joint Sparse Regularization for Multi-label Feature Selection—0
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic RepresentationsCode1
Walk this Way! Entity Walks and Property Walks for RDF2vec—0
A Survey on Graph Representation Learning Methods—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified