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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 551–600 of 1192 papers

TitleStatusHype
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors—0
Hub-aware Random Walk Graph Embedding Methods for Classification—0
Subsampling for Knowledge Graph Embedding Explained—0
Embedding-Based Entity Alignment Using Relation Structural SimilarityCode0
A Complex Network based Graph Embedding Method for Link Prediction—0
Geolocation of Cultural Heritage using Multi-View Knowledge Graph EmbeddingCode0
Local Intrinsic Dimensionality Measures for Graphs, with Applications to Graph Embeddings—0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations—0
Memory and Capacity of Graph Embedding Methods—0
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction—0
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion—0
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity PredictionCode0
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings—0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance—0
Geometric deep learning for computational mechanics Part II: Graph embedding for interpretable multiscale plasticity—0
A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddingsCode0
Pattern Analysis of Money Flow in the Bitcoin Blockchain—0
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRankCode0
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations—0
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
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding QualityCode0
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution—0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
Neural Networks in a Product of Hyperbolic Spaces—0
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
Relational representation learning with spike trains—0
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification—0
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding—0
On Masked Language Models for Contextual Link Prediction—0
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal RestrictionCode0
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space—0
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified