| A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal | Dec 12, 2022 | General KnowledgeGraph Embedding | CodeCode Available | 3 | 5 |
| A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs | Mar 14, 2022 | BenchmarkingGraph Embedding | CodeCode Available | 3 | 5 |
| The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability | Jan 28, 2020 | BIG-bench Machine LearningFact Checking | CodeCode Available | 2 | 5 |
| Multimodal Analogical Reasoning over Knowledge Graphs | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 | 5 |
| VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity | Dec 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 | 5 |
| NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs | Feb 25, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 | 5 |
| PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings | Jul 28, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 | 5 |
| Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework | Jun 23, 2020 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| A Survey on Knowledge Graphs: Representation, Acquisition and Applications | Feb 2, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 2 | 5 |
| KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge | May 26, 2024 | Graph EmbeddingInformativeness | CodeCode Available | 2 | 5 |
| Knowledge Graph Embedding by Normalizing Flows | Sep 30, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation | Jul 13, 2023 | BenchmarkingGraph Embedding | CodeCode Available | 1 | 5 |
| DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing | Jul 18, 2022 | AttributeEntity Typing | CodeCode Available | 1 | 5 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 | 5 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Knowledge Graph Embedding for Link Prediction: A Comparative Analysis | Feb 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| HousE: Knowledge Graph Embedding with Householder Parameterization | Feb 16, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Fast and Continual Knowledge Graph Embedding via Incremental LoRA | Jul 8, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization | May 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis | Apr 10, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 | 5 |
| I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning | Aug 21, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs | Dec 13, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning | Aug 15, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| InGram: Inductive Knowledge Graph Embedding via Relation Graphs | May 31, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 | 5 |
| Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction | May 22, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective | Mar 27, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View | Sep 24, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding | Feb 3, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 | 5 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | May 1, 2022 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| 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 | 5 |
| AutoSF: Searching Scoring Functions for Knowledge Graph Embedding | Apr 26, 2019 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| Bilinear Scoring Function Search for Knowledge Graph Learning | Jul 1, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion | Oct 17, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space | Sep 17, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| FedE: Embedding Knowledge Graphs in Federated Setting | Oct 24, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings | Jun 24, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion | Nov 22, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Knowledge Embedding Based Graph Convolutional Network | Jun 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Continual Learning of Knowledge Graph Embeddings | Jan 14, 2021 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings | Jul 18, 2022 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Analogical Inference Enhanced Knowledge Graph Embedding | Jan 3, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion | Feb 25, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| 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 | 5 |
