| A New Interpolation Approach and Corresponding Instance-Based Learning | Aug 26, 2021 | Cloud ComputingInductive Learning | CodeCode Available | 0 | 5 |
| On the Equivalence between Positional Node Embeddings and Structural Graph Representations | Oct 1, 2019 | Inductive LearningLink Prediction | CodeCode Available | 0 | 5 |
| Learning Role-based Graph Embeddings | Feb 7, 2018 | Inductive LearningNetwork Embedding | CodeCode Available | 0 | 5 |
| Large-Scale Learnable Graph Convolutional Networks | Aug 12, 2018 | Document ClassificationInductive Learning | CodeCode Available | 0 | 5 |
| Learning Node Representations against Perturbations | Aug 26, 2020 | Contrastive LearningInductive Learning | CodeCode Available | 0 | 5 |
| Learn to Explain Efficiently via Neural Logic Inductive Learning | Oct 6, 2019 | Inductive LearningInductive logic programming | CodeCode Available | 0 | 5 |
| GraphNAS: Graph Neural Architecture Search with Reinforcement Learning | Apr 22, 2019 | General ClassificationInductive Learning | CodeCode Available | 0 | 5 |
| Graph Neural Networks for modelling breast biomechanical compression | Nov 10, 2024 | Computational EfficiencyImage Registration | CodeCode Available | 0 | 5 |
| Incremental Learning of Event Definitions with Inductive Logic Programming | Feb 24, 2014 | Activity RecognitionIncremental Learning | CodeCode Available | 0 | 5 |
| Distribution Free Prediction Sets for Node Classification | Nov 26, 2022 | ClassificationConformal Prediction | CodeCode Available | 0 | 5 |
| Developing hierarchical anticipations via neural network-based event segmentation | Jun 4, 2022 | Event SegmentationInductive Learning | CodeCode Available | 0 | 5 |
| GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation | Sep 11, 2020 | Inductive LearningNode Classification | CodeCode Available | 0 | 5 |
| Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning | Apr 2, 2023 | Few-Shot LearningInductive Learning | CodeCode Available | 0 | 5 |
| Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm | Sep 1, 2023 | cognitive diagnosisDecoder | CodeCode Available | 0 | 5 |
| How Neural Processes Improve Graph Link Prediction | Sep 30, 2021 | Inductive LearningInductive Link Prediction | CodeCode Available | 0 | 5 |
| Differentiable Physics-informed Graph Networks | Feb 8, 2019 | Inductive LearningWeather Forecasting | CodeCode Available | 0 | 5 |
| High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics | Sep 17, 2024 | Autonomous DrivingInductive Learning | CodeCode Available | 0 | 5 |
| Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback | Jan 13, 2025 | Inductive LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Rethinking Temperature in Graph Contrastive Learning | Sep 29, 2021 | Contrastive LearningInductive Learning | CodeCode Available | 0 | 5 |
| Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks | Jun 12, 2024 | Graph LearningInductive Learning | —Unverified | 0 | 0 |
| Graphs, Entities, and Step Mixture | May 18, 2020 | Graph Neural NetworkInductive Learning | —Unverified | 0 | 0 |
| Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning | Jan 8, 2025 | Decision MakingInductive Learning | —Unverified | 0 | 0 |
| Graph data modelling for outcome prediction in oropharyngeal cancer patients | Oct 4, 2023 | Computed Tomography (CT)Inductive Learning | —Unverified | 0 | 0 |
| GraphCL: Contrastive Self-Supervised Learning of Graph Representations | Jul 15, 2020 | Contrastive LearningInductive Learning | —Unverified | 0 | 0 |
| A Theory of Formal Synthesis via Inductive Learning | May 15, 2015 | BIG-bench Machine LearningInductive Learning | —Unverified | 0 | 0 |
