| You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings | May 1, 2020 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Low-Dimensional Hyperbolic Knowledge Graph Embeddings | May 1, 2020 | Knowledge Graph Embeddings | CodeCode Available | 1 |
| Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction | Nov 21, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Multi-Hop Knowledge Graph Reasoning with Reward Shaping | Aug 31, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| RDF2Vec: RDF Graph Embeddings and Their Applications | Nov 10, 2017 | Entity EmbeddingsGeneral Knowledge | CodeCode Available | 1 |
| Convolutional 2D Knowledge Graph Embeddings | Jul 5, 2017 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings | Apr 24, 2017 | Knowledge Graph Embeddings | CodeCode Available | 1 |
| 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 |
