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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 426–450 of 1192 papers

TitleStatusHype
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