| KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge | May 26, 2024 | Graph EmbeddingInformativeness | CodeCode Available | 2 |
| Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task | May 15, 2024 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization | May 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Untargeted Adversarial Attack on Knowledge Graph Embeddings | May 8, 2024 | Adversarial AttackGraph Embedding | —Unverified | 0 |
| Towards Continual Knowledge Graph Embedding via Incremental Distillation | May 7, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding | May 1, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval | Apr 29, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| CausalLP: Learning causal relations with weighted knowledge graph link prediction | Apr 23, 2024 | Causal DiscoveryGraph Embedding | CodeCode Available | 0 |
| Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space | Apr 18, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Survey on Embedding Models for Knowledge Graph and its Applications | Apr 14, 2024 | Feature EngineeringGraph Embedding | —Unverified | 0 |
| Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding | Apr 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion | Apr 5, 2024 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Open Knowledge Base Canonicalization with Multi-task Learning | Mar 21, 2024 | ClusteringGraph Embedding | —Unverified | 0 |
| Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring | Mar 13, 2024 | Knowledge Graph EmbeddingManagement | CodeCode Available | 0 |
| Negative Sampling in Knowledge Graph Representation Learning: A Review | Feb 29, 2024 | Graph EmbeddingGraph Representation Learning | —Unverified | 0 |
| EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion | Feb 15, 2024 | graph constructionGraph Embedding | —Unverified | 0 |
| MQuinE: a cure for "Z-paradox" in knowledge graph embedding models | Feb 5, 2024 | Graph EmbeddingInformation Retrieval | —Unverified | 0 |
| Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs | Jan 13, 2024 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding | Jan 11, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| RDF-star2Vec: RDF-star Graph Embeddings for Data Mining | Dec 25, 2023 | BenchmarkingGraph Embedding | CodeCode Available | 0 |
| Do Similar Entities have Similar Embeddings? | Dec 16, 2023 | Graph EmbeddingGraph Similarity | CodeCode Available | 0 |
| Location Sensitive Embedding for Knowledge Graph Reasoning | Dec 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Rule-Guided Joint Embedding Learning over Knowledge Graphs | Dec 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity | Dec 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 |
| Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding | Oct 31, 2023 | Decision MakingGraph Embedding | —Unverified | 0 |
