| Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis | Mar 12, 2025 | DiagnosticGraph Neural Network | —Unverified | 0 | 0 |
| 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 |
| GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds | Jul 3, 2023 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 | 0 |
| Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce | Jul 27, 2022 | Graph Neural NetworkMarketing | —Unverified | 0 | 0 |
| GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization | Aug 20, 2024 | Adversarial AttackGraph Neural Network | —Unverified | 0 | 0 |
| GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs | Nov 3, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Gait-based Age Group Classification with Adaptive Graph Neural Network | Oct 1, 2022 | Graph Neural NetworkPose Estimation | —Unverified | 0 | 0 |
| GANExplainer: GAN-based Graph Neural Networks Explainer | Dec 30, 2022 | Decision MakingGenerative Adversarial Network | —Unverified | 0 | 0 |
| GATology for Linguistics: What Syntactic Dependencies It Knows | May 22, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video | Sep 12, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation | Nov 13, 2024 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| Gauss-Newton Unrolled Neural Networks and Data-driven Priors for Regularized PSSE with Robustness | Mar 3, 2020 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention | Apr 10, 2024 | Action AnticipationGraph Neural Network | —Unverified | 0 | 0 |
| GNN-Geo: A Graph Neural Network-based Fine-grained IP geolocation Framework | Dec 18, 2021 | DecoderGraph Neural Network | —Unverified | 0 | 0 |
| GDBN: a Graph Neural Network Approach to Dynamic Bayesian Network | Jan 28, 2023 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
| GDDR: GNN-based Data-Driven Routing | Apr 20, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| GDP: Generalized Device Placement for Dataflow Graphs | Sep 28, 2019 | Graph Neural Network | —Unverified | 0 | 0 |
| Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties | Sep 16, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning | Sep 29, 2024 | Collision AvoidanceGraph Neural Network | —Unverified | 0 | 0 |
| Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction | Nov 10, 2021 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning | Oct 10, 2024 | Activity RecognitionDecision Making | —Unverified | 0 | 0 |
| Generalizable Machine Learning in Neuroscience using Graph Neural Networks | Oct 16, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 | 0 |
| Generalization of Compositional Tasks with Logical Specification via Implicit Planning | Oct 13, 2024 | Graph Neural NetworkReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Generalization of graph network inferences in higher-order graphical models | Jul 12, 2021 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| Generalized energy and gradient flow via graph framelets | Oct 8, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Generating Accurate Electronic Health Assessment from Medical Graph | Nov 1, 2020 | Clinical KnowledgeDiagnostic | —Unverified | 0 | 0 |
| Generating Adversarial Examples with Graph Neural Networks | May 30, 2021 | Graph Neural Network | —Unverified | 0 | 0 |