| Real-World Deployment of a Lane Change Prediction Architecture Based on Knowledge Graph Embeddings and Bayesian Inference | Jun 13, 2025 | Bayesian InferenceKnowledge Graph Embeddings | —Unverified | 0 |
| Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings | May 22, 2025 | Conformal PredictionGraph Embedding | —Unverified | 0 |
| A Systematic Evaluation of Knowledge Graph Embeddings for Gene-Disease Association Prediction | Apr 11, 2025 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models | Apr 10, 2025 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Comparison of Metadata Representation Models for Knowledge Graph Embeddings | Mar 25, 2025 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Corporate Fraud Detection in Rich-yet-Noisy Financial Graph | Feb 26, 2025 | Fraud DetectionKnowledge Graph Embeddings | CodeCode Available | 0 |
| SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix Operations | Feb 24, 2025 | CPUGPU | CodeCode Available | 0 |
| PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings | Jan 31, 2025 | Entity EmbeddingsKnowledge Graph Embeddings | CodeCode Available | 0 |
| Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation | Jan 20, 2025 | Bayesian InferenceKnowledge Graph Embeddings | —Unverified | 0 |
| A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings | Jan 8, 2025 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion | Jan 7, 2025 | AttributeCollaborative Filtering | —Unverified | 0 |
| Efficient support ticket resolution using Knowledge Graphs | Dec 31, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure | Dec 19, 2024 | General KnowledgeKnowledge Graph Embeddings | —Unverified | 0 |
| A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings | Dec 13, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods | Nov 21, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learning | Nov 20, 2024 | AttributeContrastive Learning | —Unverified | 0 |
| Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality | Nov 18, 2024 | Entity LinkingKnowledge Graph Embeddings | —Unverified | 0 |
| Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting | Nov 17, 2024 | Knowledge Graph EmbeddingsTime Series | —Unverified | 0 |
| MEG: Medical Knowledge-Augmented Large Language Models for Question Answering | Nov 6, 2024 | Knowledge Graph EmbeddingsMultiple-choice | CodeCode Available | 1 |
| Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs | Nov 1, 2024 | AutoMLData Integration | —Unverified | 0 |
| Detecting text level intellectual influence with knowledge graph embeddings | Oct 31, 2024 | ArticlesGraph Embedding | —Unverified | 0 |
| Resilience in Knowledge Graph Embeddings | Oct 28, 2024 | Graph EmbeddingInformation Retrieval | —Unverified | 0 |
| Visual Representation Learning Guided By Multi-modal Prior Knowledge | Oct 21, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Information for Conversation Generation: Proposals Utilising Knowledge Graphs | Oct 21, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis | Oct 19, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| TransBox: EL++-closed Ontology Embedding | Oct 18, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties | Oct 16, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies | Aug 27, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction | Aug 15, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Conformalized Answer Set Prediction for Knowledge Graph Embedding | Aug 15, 2024 | Conformal PredictionGraph Embedding | —Unverified | 0 |
| OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment | Aug 12, 2024 | Knowledge Graph EmbeddingsOntology Embedding | CodeCode Available | 0 |
| Knowledge Base Embeddings: Semantics and Theoretical Properties | Aug 9, 2024 | Knowledge Graph Embeddings | —Unverified | 0 |
| Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings | Jul 16, 2024 | Knowledge Graph Embeddingsvalid | —Unverified | 0 |
| From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma | Jun 3, 2024 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Towards Knowledge-Infused Automated Disease Diagnosis Assistant | May 18, 2024 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Untargeted Adversarial Attack on Knowledge Graph Embeddings | May 8, 2024 | Adversarial AttackGraph Embedding | —Unverified | 0 |
| RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models | May 1, 2024 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space | Apr 18, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation | Mar 22, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Counterfactual Reasoning with Knowledge Graph Embeddings | Mar 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization | Mar 7, 2024 | Bilevel OptimizationGraph Learning | CodeCode Available | 0 |
| Federated Neural Graph Databases | Feb 22, 2024 | Complex Query AnsweringFederated Learning | —Unverified | 0 |
| Improving Molecule Generation and Drug Discovery with a Knowledge-enhanced Generative Model | Feb 13, 2024 | Drug DiscoveryKnowledge Graph Embeddings | —Unverified | 0 |
| Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts | Feb 8, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Embedding Knowledge Graphs in Degenerate Clifford Algebras | Feb 6, 2024 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| Capturing Knowledge Graphs and Rules with Octagon Embeddings | Jan 29, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Pre-training and Diagnosing Knowledge Base Completion Models | Jan 27, 2024 | General KnowledgeKnowledge Base Completion | CodeCode Available | 1 |
| Towards Efficient Methods in Medical Question Answering using Knowledge Graph Embeddings | Jan 15, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding | Jan 11, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving | Jan 2, 2024 | Autonomous DrivingCaption Generation | —Unverified | 0 |