| Composition-based Multi-Relational Graph Convolutional Networks | Nov 8, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space | Sep 17, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| AutoSF: Searching Scoring Functions for Knowledge Graph Embedding | Apr 26, 2019 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective | Mar 27, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space | Feb 26, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding | Dec 16, 2018 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| RDF2Vec: RDF Graph Embeddings and Their Applications | Nov 10, 2017 | Entity EmbeddingsGeneral Knowledge | CodeCode Available | 1 |
| SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs | Jul 17, 2025 | Graph EmbeddingGraph Representation Learning | —Unverified | 0 |
| ETT-CKGE: Efficient Task-driven Tokens for Continual Knowledge Graph Embedding | Jun 9, 2025 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings | May 22, 2025 | Conformal PredictionGraph Embedding | —Unverified | 0 |
| Robust Knowledge Graph Embedding via Denoising | May 14, 2025 | DenoisingGraph Embedding | —Unverified | 0 |
| Injecting Knowledge Graphs into Large Language Models | May 12, 2025 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding | Apr 18, 2025 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion | Apr 11, 2025 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction | Apr 4, 2025 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Embedding Method for Knowledge Graph with Densely Defined Ontology | Apr 2, 2025 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs | Mar 26, 2025 | Data IntegrationGraph Embedding | CodeCode Available | 0 |
| SoTCKGE:Continual Knowledge Graph Embedding Based on Spatial Offset Transformation | Mar 11, 2025 | Continual LearningGraph Embedding | —Unverified | 0 |
| A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding | Mar 10, 2025 | Cross-Lingual TransferGraph Embedding | —Unverified | 0 |
| Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts | Jan 26, 2025 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Large Language Models for Knowledge Graph Embedding Techniques, Methods, and Challenges: A Survey | Jan 14, 2025 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Efficient Relational Context Perception for Knowledge Graph Completion | Dec 31, 2024 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings | Dec 13, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Prediction of Occluded Pedestrians in Road Scenes using Human-like Reasoning: Insights from the OccluRoads Dataset | Dec 9, 2024 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
