| Using Graph Algorithms to Pretrain Graph Completion Transformers | Oct 14, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding | Oct 12, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space | Oct 1, 2022 | Computational EfficiencyGraph Embedding | —Unverified | 0 |
| Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 |
| Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Multimodal Analogical Reasoning over Knowledge Graphs | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Spatio-Temporal Relation Learning for Video Anomaly Detection | Sep 27, 2022 | Anomaly DetectionGraph Embedding | —Unverified | 0 |
| TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors | Sep 17, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Subsampling for Knowledge Graph Embedding Explained | Sep 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Embedding-Based Entity Alignment Using Relation Structural Similarity | Sep 11, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding | Sep 8, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision | Aug 22, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning | Aug 21, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion | Aug 15, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces | Aug 4, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 |
| DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing | Jul 18, 2022 | AttributeEntity Typing | CodeCode Available | 1 |
| Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings | Jul 18, 2022 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings | Jul 13, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations | Jul 12, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings | Jul 11, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Neural Networks in a Product of Hyperbolic Spaces | Jul 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jul 1, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 |
| Assessing the Effects of Hyperparameters on Knowledge Graph Embedding Quality | Jul 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
