| Differentiable Physics-informed Graph Networks | Feb 8, 2019 | Inductive LearningWeather Forecasting | CodeCode Available | 0 |
| Developing hierarchical anticipations via neural network-based event segmentation | Jun 4, 2022 | Event SegmentationInductive Learning | CodeCode Available | 0 |
| Rethinking Temperature in Graph Contrastive Learning | Sep 29, 2021 | Contrastive LearningInductive Learning | CodeCode Available | 0 |
| RRULES: An improvement of the RULES rule-based classifier | Jun 14, 2021 | Inductive Learning | CodeCode Available | 0 |
| On Evaluating the Generalization of LSTM Models in Formal Languages | Nov 2, 2018 | Inductive Learning | CodeCode Available | 0 |
| Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback | Jan 13, 2025 | Inductive LearningInductive logic programming | CodeCode Available | 0 |
| High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics | Sep 17, 2024 | Autonomous DrivingInductive Learning | CodeCode Available | 0 |
| GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation | Sep 11, 2020 | Inductive LearningNode Classification | CodeCode Available | 0 |
| Unsupervised Graph Representation Learning with Inductive Shallow Node Embedding | Jul 12, 2024 | Graph Representation LearningInductive Learning | CodeCode Available | 0 |
| Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs | Jun 7, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| On the Equivalence between Positional Node Embeddings and Structural Graph Representations | Oct 1, 2019 | Inductive LearningLink Prediction | CodeCode Available | 0 |
| DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing | Sep 9, 2019 | 3D Part SegmentationInductive Learning | CodeCode Available | 0 |
| Graph Neural Networks for modelling breast biomechanical compression | Nov 10, 2024 | Computational EfficiencyImage Registration | CodeCode Available | 0 |
| GraphNAS: Graph Neural Architecture Search with Reinforcement Learning | Apr 22, 2019 | General ClassificationInductive Learning | CodeCode Available | 0 |
| Graph Attention Auto-Encoders | May 26, 2019 | DecoderGraph Attention | CodeCode Available | 0 |
| FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking | Feb 28, 2024 | BenchmarkingInductive Learning | CodeCode Available | 0 |
| Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks | Apr 22, 2020 | ClassificationDocument Embedding | CodeCode Available | 0 |
| Large-Scale Learnable Graph Convolutional Networks | Aug 12, 2018 | Document ClassificationInductive Learning | CodeCode Available | 0 |
| TRANSFER :- DEEP INDUCTIVE NETWORK FOR FACIAL EMOTION RECOGNITION | Jul 1, 2020 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 0 |
| Learning Node Representations against Perturbations | Aug 26, 2020 | Contrastive LearningInductive Learning | CodeCode Available | 0 |
| Learning Role-based Graph Embeddings | Feb 7, 2018 | Inductive LearningNetwork Embedding | CodeCode Available | 0 |
| Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs | Oct 7, 2019 | hyperedge classificationhypergraph embedding | CodeCode Available | 0 |
| Dual-channel Heterophilic Message Passing for Graph Fraud Detection | Apr 19, 2025 | Fraud DetectionInductive Bias | CodeCode Available | 0 |
| Distribution Free Prediction Sets for Node Classification | Nov 26, 2022 | ClassificationConformal Prediction | CodeCode Available | 0 |
| Learn to Explain Efficiently via Neural Logic Inductive Learning | Oct 6, 2019 | Inductive LearningInductive logic programming | CodeCode Available | 0 |
