SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 1192 papers

TitleStatusHype
Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning—0
Local Intrinsic Dimensionality for Dynamic Graph Embeddings—0
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models—0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods—0
Scalable Deep Metric Learning on Attributed Graphs—0
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network—0
Class Granularity: How richly does your knowledge graph represent the real world?—0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
Detecting text level intellectual influence with knowledge graph embeddings—0
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer—0
LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis—0
Resilience in Knowledge Graph Embeddings—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis—0
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph PruningCode0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties—0
Trajectory Prediction for Autonomous Driving using Agent-Interaction Graph Embedding—0
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples—0
Diversified and Adaptive Negative Sampling on Knowledge Graphs—0
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs—0
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph EmbeddingCode0
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion—0
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain—0
Whole-Graph Representation Learning For the Classification of Signed NetworksCode0
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
Show:102550
← PrevPage 2 of 24Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified