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 801–850 of 1192 papers

TitleStatusHype
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources—0
Curvature Regularization to Prevent Distortion in Graph Embedding—0
Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement LearningCode0
APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph EmbeddingCode0
Neural graph embeddings as explicit low-rank matrix factorization for link prediction—0
Automatic selection of clustering algorithms using supervised graph embeddingCode0
Association Rules Enhanced Knowledge Graph Attention Network—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Massively Parallel Graph Drawing and Representation LearningCode0
Runtime Performances Benchmark for Knowledge Graph Embedding Methods—0
On Self-Distilling Graph Neural Network—0
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization—0
H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network—0
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings—0
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes—0
Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About?—0
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models—0
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
Graph embedding using multi-layer adjacent point merging model—0
DisenE: Disentangling Knowledge Graph Embeddings—0
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs—0
Co-embedding of Nodes and Edges with Graph Neural Networks—0
A Simple Spectral Failure Mode for Graph Convolutional Networks—0
Knowledge Graph Embedding with Atrous Convolution and Residual LearningCode0
NGAT4Rec: Neighbor-Aware Graph Attention Network For Recommendation—0
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing—0
Directed Graph Representation through Vector Cross Product—0
Biomedical Network Link Prediction using Neural Network Graph Embedding—0
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings—0
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language ModelingCode0
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion—0
Detect All Abuse! Toward Universal Abusive Language Detection ModelsCode0
Friendship is All we Need: A Multi-graph Embedding Approach for Modeling Customer Behavior—0
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows—0
Overcoming Data Sparsity in Group Recommendation—0
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion—0
Spectral Embedding of Graph Networks—0
Weight Prediction for Variants of Weighted Directed Networks—0
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding—0
Scalable Recommendation of Wikipedia Articles to Editors Using Representation LearningCode0
A Hybrid Model for Learning Embeddings and Logical Rules Simultaneously from Knowledge Graphs—0
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction—0
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning—0
Learning semantic Image attributes using Image recognition and knowledge graph embeddings—0
Community detection in networks using graph embeddings—0
Scalar Coupling Constant Prediction Using Graph Embedding Local Attention Encoder—0
Graph Embedding with Data Uncertainty—0
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs—0
Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified