| Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs | Dec 13, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 |
| 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 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| 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 |
| Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery | May 17, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 |
| Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies | May 11, 2021 | Knowledge Graph EmbeddingsSemantic Similarity | CodeCode Available | 1 |
| Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis | Apr 10, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access | Apr 1, 2021 | BIG-bench Machine LearningKnowledge Graph Embeddings | CodeCode Available | 1 |
| Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records | Mar 22, 2021 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| [Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jan 31, 2021 | Answer SelectionGraph Embedding | CodeCode Available | 1 |
| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| PairRE: Knowledge Graph Embeddings via Paired Relation Vectors | Nov 7, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 |
| Knowledge Association with Hyperbolic Knowledge Graph Embeddings | Oct 5, 2020 | Entity AlignmentGraph Neural Network | CodeCode Available | 1 |
| Multi-Relational Embedding for Knowledge Graph Representation and Analysis | Sep 28, 2020 | Computational EfficiencyGraph Embedding | CodeCode Available | 1 |
| QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings | Sep 26, 2020 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| RDF2Vec Light -- A Lightweight Approach for Knowledge Graph Embeddings | Sep 16, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| HittER: Hierarchical Transformers for Knowledge Graph Embeddings | Aug 28, 2020 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 1 |
| Convolutional Complex Knowledge Graph Embeddings | Aug 7, 2020 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 1 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings | Jun 24, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
