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| GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation | Sep 11, 2020 | Inductive LearningNode Classification | 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 |
| Incremental Learning of Event Definitions with Inductive Logic Programming | Feb 24, 2014 | Activity RecognitionIncremental Learning | CodeCode Available | 0 | 5 |
| Learning Node Representations against Perturbations | Aug 26, 2020 | Contrastive LearningInductive Learning | CodeCode Available | 0 | 5 |
| Distribution Free Prediction Sets for Node Classification | Nov 26, 2022 | ClassificationConformal Prediction | 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 |
| Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks | Jun 12, 2024 | Graph LearningInductive Learning | —Unverified | 0 | 0 |