| 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 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Explaining Neural Matrix Factorization with Gradient Rollback | Oct 12, 2020 | Graph EmbeddingInfluence Approximation | CodeCode Available | 1 |
| TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation | Oct 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| LibKGE - A knowledge graph embedding library for reproducible research | Oct 1, 2020 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Multi-Relational Embedding for Knowledge Graph Representation and Analysis | Sep 28, 2020 | Computational EfficiencyGraph Embedding | CodeCode Available | 1 |
| RDF2Vec Light -- A Lightweight Approach for Knowledge Graph Embeddings | Sep 16, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| TorchKGE: Knowledge Graph Embedding in Python and PyTorch | Sep 7, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Quaternion Graph Neural Networks | Aug 12, 2020 | General ClassificationGraph Classification | 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 |
| Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion | Jun 29, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings | Jun 24, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Knowledge Embedding Based Graph Convolutional Network | Jun 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| SEEK: Segmented Embedding of Knowledge Graphs | May 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings | May 1, 2020 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting | Apr 25, 2020 | Geographic Question AnsweringGraph Embedding | CodeCode Available | 1 |
| LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction | Apr 21, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Knowledge Graph Embedding for Link Prediction: A Comparative Analysis | Feb 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction | Nov 21, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition | Nov 18, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding | Nov 17, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
