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 1076–1100 of 1192 papers

TitleStatusHype
Knowledge Graph Embedding with Iterative Guidance from Soft RulesCode0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
Knowledge Graph Refinement based on Triplet BERT-NetworksCode0
Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral EmbeddingCode0
Learning a Patent-Informed Biomedical Knowledge Graph Reveals Technological Potential of Drug Repositioning CandidatesCode0
Learning Combinatorial Optimization Algorithms over GraphsCode0
Learning graph representations of biochemical networks and its application to enzymatic link predictionCode0
From Node Embedding To Community Embedding : A Hyperbolic ApproachCode0
Learning grounded word meaning representations on similarity graphsCode0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Learning multi-resolution representations of research patterns in bibliographic networksCode0
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge GraphCode0
Learning Representations using Spectral-Biased Random Walks on GraphsCode0
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph CompletionCode0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
Linking Theories and Methods in Cognitive Sciences via Joint Embedding of the Scientific Literature: The Example of Cognitive ControlCode0
LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph PredictionsCode0
Privacy-Preserving Graph Embedding based on Local Differential PrivacyCode0
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph EmbeddingCode0
Massively Parallel Graph Drawing and Representation LearningCode0
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information NetworksCode0
MILE: A Multi-Level Framework for Scalable Graph EmbeddingCode0
MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation LearningCode0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified