| Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction | Apr 4, 2025 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Multi-view Knowledge Graph Embedding for Entity Alignment | Jun 6, 2019 | Entity AlignmentGraph Embedding | CodeCode Available | 0 | 5 |
| Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold | Jul 10, 2023 | Graph EmbeddingGraph Learning | CodeCode Available | 0 | 5 |
| NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search | Aug 18, 2020 | AutoMLGraph Embedding | CodeCode Available | 0 | 5 |
| Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings | Apr 11, 2021 | Ensemble LearningGraph Embedding | CodeCode Available | 0 | 5 |
| Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding | May 1, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding | Oct 15, 2023 | DenoisingGraph Embedding | CodeCode Available | 0 | 5 |
| DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy | Aug 11, 2020 | Computational EfficiencyEntity Embeddings | CodeCode Available | 0 | 5 |
| Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks | Aug 28, 2019 | General ClassificationGraph Embedding | CodeCode Available | 0 | 5 |
| Unify Local and Global Information for Top-N Recommendation | Dec 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning | Jul 20, 2017 | DiversityGraph Embedding | CodeCode Available | 0 | 5 |
| HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations | Aug 12, 2021 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 0 | 5 |
| DeepE: a deep neural network for knowledge graph embedding | Nov 9, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs | Mar 26, 2025 | Data IntegrationGraph Embedding | CodeCode Available | 0 | 5 |
| HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding | Oct 1, 2018 | Graph EmbeddingInformation Retrieval | CodeCode Available | 0 | 5 |
| Decompressing Knowledge Graph Representations for Link Prediction | Nov 11, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Hierarchical Latent Relation Modeling for Collaborative Metric Learning | Jul 26, 2021 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 | 5 |
| Multi-task Pre-training Language Model for Semantic Network Completion | Jan 13, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| Development of a Knowledge Graph Embeddings Model for Pain | Aug 17, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions | Feb 8, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding | Apr 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Improving Knowledge Graph Embedding Using Simple Constraints | May 7, 2018 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph Predictions | Jun 2, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation | Jan 23, 2019 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 | 5 |
| Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Jul 1, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 | 5 |
| Leveraging Wikidata's edit history in knowledge graph refinement tasks | Oct 27, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning | Oct 12, 2023 | Contrastive LearningGenre classification | CodeCode Available | 0 | 5 |
| Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions | Sep 27, 2020 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding | Nov 4, 2018 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding | Apr 23, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding | Aug 1, 2024 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 | 5 |
| GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding | Mar 2, 2019 | CPUDimensionality Reduction | CodeCode Available | 0 | 5 |
| Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces | Aug 4, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation | Dec 5, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations | Oct 1, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Convolutional Hypercomplex Embeddings for Link Prediction | Jun 29, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph | Nov 1, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding | Sep 8, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding | May 22, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Diversity matters: Robustness of bias measurements in Wikidata | Feb 27, 2023 | AttributeDiversity | CodeCode Available | 0 | 5 |
| Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion | Apr 27, 2022 | Entity EmbeddingsGraph Embedding | CodeCode Available | 0 | 5 |
| Model-based Subsampling for Knowledge Graph Completion | Sep 17, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Fully Hyperbolic Rotation for Knowledge Graph Embedding | Nov 6, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
| Contextualized Structural Self-supervised Learning for Ontology Matching | Oct 5, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Knowledge Graph Embedding with Atrous Convolution and Residual Learning | Oct 23, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Knowledge Graph Embedding with Iterative Guidance from Soft Rules | Nov 30, 2017 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| KBGAN: Adversarial Learning for Knowledge Graph Embeddings | Nov 11, 2017 | Graph EmbeddingKnowledge Base Completion | CodeCode Available | 0 | 5 |
| Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization | Feb 8, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| A Physical Embedding Model for Knowledge Graphs | Jan 21, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Knowledge Graph Embedding via Dynamic Mapping Matrix | Jul 1, 2015 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 0 | 5 |
