| A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning | Aug 15, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| CausE: Towards Causal Knowledge Graph Embedding | Jul 21, 2023 | DisentanglementGraph Embedding | CodeCode Available | 1 |
| Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers | May 29, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Rethinking Graph Convolutional Networks in Knowledge Graph Completion | Feb 8, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Kronecker Decomposition for Knowledge Graph Embeddings | May 13, 2022 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective | Mar 27, 2019 | 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 |
| Sem@K: Is my knowledge graph embedding model semantic-aware? | Jan 13, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion | Aug 13, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | Oct 27, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs | Dec 13, 2021 | Drug DiscoveryGraph Embedding | 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 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | May 1, 2022 | AutoMLGraph Embedding | CodeCode Available | 1 |
| How to Turn Your Knowledge Graph Embeddings into Generative Models | May 25, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings | Jul 18, 2022 | Continual LearningGraph Embedding | CodeCode Available | 1 |
| Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization | May 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning | Aug 21, 2022 | 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 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation | Jul 13, 2023 | BenchmarkingGraph Embedding | CodeCode Available | 1 |
| Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| AutoSF: Searching Scoring Functions for Knowledge Graph Embedding | Apr 26, 2019 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Knowledge Graph Embedding by Normalizing Flows | Sep 30, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Bilinear Scoring Function Search for Knowledge Graph Learning | Jul 1, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review | Mar 17, 2022 | AttributeEntity Alignment | CodeCode Available | 1 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space | Sep 17, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Learning through structure: towards deep neuromorphic knowledge graph embeddings | Sep 21, 2021 | Graph EmbeddingGraph Learning | CodeCode Available | 1 |
| LibKGE - A knowledge graph embedding library for reproducible research | Oct 1, 2020 | Graph EmbeddingHyperparameter Optimization | CodeCode Available | 1 |
| Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction | Mar 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Composition-based Multi-Relational Graph Convolutional Networks | Nov 8, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings | Jun 24, 2020 | Graph EmbeddingKnowledge Graph Embedding | 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 |
| BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion | Nov 22, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding | Feb 3, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding | Dec 16, 2018 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 |
| Knowledge Embedding Based Graph Convolutional Network | Jun 12, 2020 | Graph EmbeddingKnowledge Graph 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 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning | Apr 9, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Analogical Inference Enhanced Knowledge Graph Embedding | Jan 3, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| HousE: Knowledge Graph Embedding with Householder Parameterization | Feb 16, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| InGram: Inductive Knowledge Graph Embedding via Relation Graphs | May 31, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion | Feb 25, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction | Nov 21, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
