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 951–975 of 1192 papers

TitleStatusHype
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding—0
Whom to Learn From? Graph- vs. Text-based Word Embeddings—0
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation RepresentationCode0
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific NetworksCode0
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition—0
Graph Embedding Based Hybrid Social Recommendation System—0
Molecule Property Prediction Based on Spatial Graph EmbeddingCode0
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs—0
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules—0
Benchmarks for Graph Embedding EvaluationCode0
Invariant embedding for graph classification—0
Temporal Analysis of Reddit Networks via Role Embeddings—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection—0
Graph Node Embeddings using Domain-Aware Biased Random Walks—0
A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding ModelsCode0
Authorship Recognition with Short-Text using Graph-based Techniques—0
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation—0
Hyperlink Regression via Bregman Divergence—0
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling—0
A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationCode0
Mercem: Method Name Recommendation Based on Call Graph Embedding—0
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification—0
GraphSAINT: Graph Sampling Based Inductive Learning MethodCode1
Graph Representation Learning via Hard and Channel-Wise Attention NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified