| Rethinking Graph Convolutional Networks in Knowledge Graph Completion | Feb 8, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings | Jan 14, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction | Dec 20, 2021 | Knowledge Graph CompletionKnowledge Graph Embedding | CodeCode Available | 1 |
| 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 |
| Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | Oct 27, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding | Oct 27, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs | Oct 26, 2021 | Knowledge Graph EmbeddingKnowledge Graphs | CodeCode Available | 1 |
| Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding | Oct 7, 2021 | Graph EmbeddingKnowledge Graph Embedding | 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 |
| How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View | Sep 24, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Learning through structure: towards deep neuromorphic knowledge graph embeddings | Sep 21, 2021 | Graph EmbeddingGraph Learning | CodeCode Available | 1 |
| Temporal Knowledge Graph Completion using Box Embeddings | Sep 18, 2021 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 |
| Bilinear Scoring Function Search for Knowledge Graph Learning | Jul 1, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding | May 17, 2021 | Entity AlignmentGraph Embedding | CodeCode Available | 1 |
| Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery | May 17, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 |
| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis | Apr 10, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning | Apr 9, 2021 | Graph EmbeddingKnowledge Graph Embedding | 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 |
