| Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs | Dec 13, 2021 | Drug DiscoveryGraph Embedding | CodeCode Available | 1 | 5 |
| CausE: Towards Causal Knowledge Graph Embedding | Jul 21, 2023 | DisentanglementGraph 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 |
| 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 |
| Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization | May 14, 2024 | Graph EmbeddingKnowledge Graph 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 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | 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 |
| Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space | Sep 17, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Explaining Neural Matrix Factorization with Gradient Rollback | Oct 12, 2020 | Graph EmbeddingInfluence Approximation | CodeCode Available | 1 | 5 |
| Fast and Continual Knowledge Graph Embedding via Incremental LoRA | Jul 8, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning | Apr 29, 2022 | Entity TypingGraph Embedding | CodeCode Available | 1 | 5 |
| Knowledge Embedding Based Graph Convolutional Network | Jun 12, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings | Jul 18, 2022 | Continual LearningGraph Embedding | CodeCode Available | 1 | 5 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 | 5 |
| Composition-based Multi-Relational Graph Convolutional Networks | Nov 8, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| HousE: Knowledge Graph Embedding with Householder Parameterization | Feb 16, 2022 | 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 |
| Efficient Non-Sampling Knowledge Graph Embedding | Apr 21, 2021 | Graph EmbeddingKnowledge Graph 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 |
| Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis | Apr 10, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 | 5 |
| Efficient Hyper-parameter Search for Knowledge Graph Embedding | May 1, 2022 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation | Jul 13, 2023 | BenchmarkingGraph Embedding | CodeCode Available | 1 | 5 |
| Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
