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| First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models | Apr 3, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs | Nov 27, 2022 | Autonomous DrivingGraph Neural Network | —Unverified | 0 | 0 |
| Flaky Performances when Pretraining on Relational Databases | Nov 9, 2022 | Graph Neural NetworkLinear evaluation | —Unverified | 0 | 0 |
| Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition | Jun 6, 2024 | Graph Neural NetworkObject Recognition | —Unverified | 0 | 0 |
| FMGNN: Fused Manifold Graph Neural Network | Apr 3, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| ForceNet: A Graph Neural Network for Large-Scale Quantum Chemistry Simulation | Jan 1, 2021 | Atomic ForcesGraph Neural Network | —Unverified | 0 | 0 |
| ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations | Mar 2, 2021 | Atomic ForcesComputational Efficiency | —Unverified | 0 | 0 |
| Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks | Nov 21, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 | 0 |
| Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data | Dec 21, 2022 | Crop Yield PredictionGraph Neural Network | —Unverified | 0 | 0 |
| Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey | May 13, 2020 | Dynamic Link PredictionEpidemiology | —Unverified | 0 | 0 |
| Frequency Analysis for Graph Convolution Network | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 | 0 |
| Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS | Apr 29, 2025 | DiagnosticFunctional Connectivity | —Unverified | 0 | 0 |
| Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks | Aug 15, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach | Nov 6, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason | Oct 1, 2019 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach | Feb 11, 2022 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Full-Precision Free Binary Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkMixture-of-Experts | —Unverified | 0 | 0 |
| Fully Convolutional Graph Neural Networks using Bipartite Graph Convolutions | Jan 1, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On | Sep 9, 2020 | Graph Neural NetworkVirtual Try-on | —Unverified | 0 | 0 |
| Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty | Apr 16, 2021 | Camera Pose EstimationGraph Neural Network | —Unverified | 0 | 0 |
| Fusion Flow-enhanced Graph Pooling Residual Networks for Unmanned Aerial Vehicles Surveillance in Day and Night Dual Visions | Jul 17, 2024 | Graph Neural NetworkOptical Flow Estimation | —Unverified | 0 | 0 |
| Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network | Mar 29, 2023 | Change Point DetectionDecision Making | —Unverified | 0 | 0 |
| G3raphGround: Graph-Based Language Grounding | Oct 1, 2019 | Graph Neural Network | —Unverified | 0 | 0 |
| GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning | Dec 6, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |