| Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings | Jan 3, 2022 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Contrastive Object Detection Using Knowledge Graph Embeddings | Dec 21, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction | Dec 20, 2021 | Knowledge Graph CompletionKnowledge Graph Embedding | CodeCode Available | 1 |
| Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey | Dec 18, 2021 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules | Dec 16, 2021 | Entity EmbeddingsGraph Attention | —Unverified | 0 |
| Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs | Dec 13, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 |
| Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection | Dec 13, 2021 | Common Sense ReasoningKnowledge Graph Embeddings | —Unverified | 0 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 |
| Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings | Dec 8, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks | Nov 17, 2021 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 0 |
| QubitE: Qubit Embedding for Knowledge Graph Completion | Nov 16, 2021 | Complex Query AnsweringKnowledge Graph Completion | CodeCode Available | 0 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods | Nov 4, 2021 | Data PoisoningInterpretable Machine Learning | CodeCode Available | 1 |
| Knowledge Graph Representation Learning using Ordinary Differential Equations | Nov 1, 2021 | Graph Representation LearningKnowledge Graph Embeddings | —Unverified | 0 |
| RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification | Nov 1, 2021 | Entity EmbeddingsKnowledge Graph Embeddings | —Unverified | 0 |
| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings | Oct 29, 2021 | Graph EmbeddingKnowledge Base Question Answering | —Unverified | 0 |
| Drug Re-positioning via Text Augmented Knowledge Graph Embeddings | Oct 20, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| What is Learned in Knowledge Graph Embeddings? | Oct 19, 2021 | Knowledge Graph Embeddings | —Unverified | 0 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| Time-aware Relational Graph Attention Network for Temporal Knowledge Graph Embeddings | Sep 29, 2021 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Explaining Knowledge Graph Embedding via Latent Rule Learning | Sep 29, 2021 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| CareGraph: A Graph-based Recommender System for Diabetes Self-Care | Sep 29, 2021 | Click-Through Rate PredictionKnowledge Graph Embeddings | —Unverified | 0 |
| BiQUE: Biquaternionic Embeddings of Knowledge Graphs | Sep 29, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Learning through structure: towards deep neuromorphic knowledge graph embeddings | Sep 21, 2021 | Graph EmbeddingGraph Learning | CodeCode Available | 1 |
