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 551–575 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
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution—0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified