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 601–625 of 1192 papers

TitleStatusHype
Finding MNEMON: Reviving Memories of Node Embeddings—0
Random Manifold Sampling and Joint Sparse Regularization for Multi-label Feature Selection—0
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
Augmenting Knowledge Graphs for Better Link PredictionCode0
Cluster Algebras: Network Science and Machine LearningCode0
Improving Question Answering over Knowledge Graphs Using Graph Summarization—0
Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference—0
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Linking Theories and Methods in Cognitive Sciences via Joint Embedding of the Scientific Literature: The Example of Cognitive ControlCode0
MoReL: Multi-omics Relational Learning—0
ModulE: Module Embedding for Knowledge Graphs—0
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings—0
Graph Representation Learning Beyond Node and HomophilyCode0
MixKG: Mixing for harder negative samples in knowledge graph—0
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation—0
InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities—0
Robust Graph Representation Learning for Local Corruption RecoveryCode0
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning—0
SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding—0
Heterogeneous manifolds for curvature-aware graph embedding—0
PPPNE: Personalized proximity preserved network embedding—0
Potential destination discovery for low predictability individuals based on knowledge graph—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified