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 76–100 of 1192 papers

TitleStatusHype
Knowledge Graph Embedding by Normalizing FlowsCode1
Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings—0
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing—0
Self-Supervised Graph Embedding Clustering—0
Embedding Knowledge Graph in Function Spaces—0
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User AnomaliesCode0
GRVFL-MV: Graph Random Vector Functional Link Based on Multi-View Learning—0
The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion ModelsCode0
A Survey on Signed Graph Embedding: Methods and Applications—0
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment AnalysisCode0
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding—0
Single-cell Curriculum Learning-based Deep Graph Embedding ClusteringCode0
Conformalized Answer Set Prediction for Knowledge Graph Embedding—0
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction—0
Concept Graph Embedding Models for Enhanced Accuracy and InterpretabilityCode0
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph CompletionCode1
Low-Dimensional Federated Knowledge Graph Embedding via Knowledge Distillation—0
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph EmbeddingCode0
Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale Graphs—0
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning—0
On The Expressive Power of Knowledge Graph Embedding Methods—0
KGpose: Keypoint-Graph Driven End-to-End Multi-Object 6D Pose Estimation via Point-Wise Pose Voting—0
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks—0
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation—0
Fast and Continual Knowledge Graph Embedding via Incremental LoRACode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified