| IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment | Jul 27, 2024 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 | 5 |
| Noise-powered Multi-modal Knowledge Graph Representation Framework | Mar 11, 2024 | Entity AlignmentKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment | Jan 31, 2024 | AttributeEntity Alignment | CodeCode Available | 1 | 5 |
| Multi-modal Contrastive Representation Learning for Entity Alignment | Sep 2, 2022 | Contrastive LearningEntity Alignment | CodeCode Available | 1 | 5 |
| Multi-modal Siamese Network for Entity Alignment | Aug 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| Progressively Modality Freezing for Multi-Modal Entity Alignment | Jul 23, 2024 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 | 5 |
| Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment | Jul 30, 2023 | BenchmarkingEntity Alignment | CodeCode Available | 1 | 5 |
| Visual Pivoting for (Unsupervised) Entity Alignment | Sep 28, 2020 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 | 5 |
| MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid | Dec 29, 2022 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 | 5 |
| MMEA: Entity Alignment for Multi-Modal Knowledge Graphs | Aug 20, 2020 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 | 5 |
| Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths | Oct 9, 2023 | Entity AlignmentKnowledge Graphs | CodeCode Available | 0 | 5 |
| LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity Alignment | Jul 29, 2024 | Entity AlignmentGraph Attention | CodeCode Available | 0 | 5 |
| Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment | Oct 10, 2023 | Entity AlignmentKnowledge Graphs | CodeCode Available | 0 | 5 |
| Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective | Apr 28, 2025 | counterfactualEntity Alignment | CodeCode Available | 0 | 5 |
| Multi-modal Entity Alignment in Hyperbolic Space | Jun 7, 2021 | Entity AlignmentKnowledge Graphs | —Unverified | 0 | 0 |
| Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment | Apr 19, 2024 | Contrastive LearningEntity Alignment | —Unverified | 0 | 0 |
| MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment | Oct 18, 2024 | Entity AlignmentInformation Retrieval | —Unverified | 0 | 0 |
| Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment | Apr 4, 2023 | AttributeEntity Alignment | —Unverified | 0 | 0 |
| Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment | Mar 2, 2024 | AttributeContrastive Learning | —Unverified | 0 | 0 |
