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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 751–800 of 1192 papers

TitleStatusHype
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
Disentangle-based Continual Graph Representation LearningCode1
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
TeRo: A Time-aware Knowledge Graph Embedding via Temporal RotationCode1
Overcoming Data Sparsity in Group Recommendation—0
LibKGE - A knowledge graph embedding library for reproducible researchCode1
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
Multi-Relational Embedding for Knowledge Graph Representation and AnalysisCode1
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsCode0
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding—0
Multi-View Brain HyperConnectome AutoEncoder For Brain State ClassificationCode1
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
Force2Vec: Parallel force-directed graph embeddingCode1
RDF2Vec Light -- A Lightweight Approach for Knowledge Graph EmbeddingsCode1
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
Understanding Coarsening for Embedding Large-Scale GraphsCode1
Scalar Coupling Constant Prediction Using Graph Embedding Local Attention Encoder—0
TorchKGE: Knowledge Graph Embedding in Python and PyTorchCode1
Graph Embedding with Data Uncertainty—0
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs—0
Adversarial Privacy Preserving Graph Embedding against Inference AttackCode1
Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks—0
Deep Hypergraph U-Net for Brain Graph Embedding and ClassificationCode1
Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art—0
HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification—0
MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting—0
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture SearchCode0
Commonsense Knowledge Graph Reasoning by Selection or Generation? Why?—0
Quaternion Graph Neural NetworksCode1
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyCode0
Adversarial Directed Graph EmbeddingCode1
SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches—0
Region Graph Embedding Network for Zero-Shot Learning—0
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph EmbeddingsCode2
funcGNN: A Graph Neural Network Approach to Program SimilarityCode1
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach—0
Graph-based prediction of Protein-protein interactions with attributed signed graph embeddingCode1
Integrating Network Embedding and Community Outlier Detection via Multiclass Graph DescriptionCode0
Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective—0
Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph—0
Presentation of a Recommender System with Ensemble Learning and Graph Embedding: A Case on MovieLens—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified