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| Chronosymbolic Learning: Efficient CHC Solving with Symbolic Reasoning and Inductive Learning | May 2, 2023 | Inductive Learning | CodeCode Available | 1 |
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| Learning to Learn Better for Video Object Segmentation | Dec 5, 2022 | Inductive LearningObject | CodeCode Available | 1 |
| Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs | Jul 23, 2022 | Entity AlignmentInductive Learning | CodeCode Available | 1 |
| Multi-modal Graph Learning for Disease Prediction | Mar 11, 2022 | Disease PredictionGraph Learning | CodeCode Available | 1 |
| Sparsity-aware neural user behavior modeling in online interaction platforms | Feb 28, 2022 | Inductive LearningRepresentation Learning | CodeCode Available | 1 |
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| HGATE: Heterogeneous Graph Attention Auto-Encoders | Nov 28, 2021 | Graph AttentionGraph Representation Learning | CodeCode Available | 1 |
| FOLD-R++: A Scalable Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Oct 15, 2021 | feature selectionInductive Learning | CodeCode Available | 1 |
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| Transductive Learning for Unsupervised Text Style Transfer | Sep 16, 2021 | DecoderInductive Learning | CodeCode Available | 1 |
| PhysGNN: A Physics-Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image-Guided Neurosurgery | Sep 9, 2021 | Graph Neural NetworkInductive Learning | CodeCode Available | 1 |
| Joint Inductive and Transductive Learning for Video Object Segmentation | Aug 8, 2021 | Inductive LearningObject | CodeCode Available | 1 |
| Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling | Jun 9, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| Inductive Learning on Commonsense Knowledge Graph Completion | Sep 19, 2020 | DecoderEntity Embeddings | CodeCode Available | 1 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 |
| Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings | Jun 21, 2020 | Graph EmbeddingGraph Learning | CodeCode Available | 1 |
| Deep Graph Contrastive Representation Learning | Jun 7, 2020 | AttributeContrastive Learning | CodeCode Available | 1 |
