| Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Sep 26, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Nov 20, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment | Jan 7, 2023 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Fast and Accurate Antibody Sequence Design via Structure Retrieval | Feb 11, 2025 | Graph Neural NetworkProtein Design | —Unverified | 0 |
| Fast Power Control Adaptation via Meta-Learning for Random Edge Graph Neural Networks | May 2, 2021 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation | Jan 26, 2022 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems | Feb 29, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention | May 22, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Accounting for Work Zone Disruptions in Traffic Flow Forecasting | Jul 16, 2024 | Graph Neural NetworkManagement | —Unverified | 0 |
| FAIR AI Models in High Energy Physics | Dec 9, 2022 | Graph Neural Networkscientific discovery | —Unverified | 0 |