| Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling | Dec 1, 2021 | Graph AttentionTrajectory Forecasting | —Unverified | 0 | 0 |
| Extracting Alpha from Financial Analyst Networks | Oct 27, 2024 | Graph Attention | —Unverified | 0 | 0 |
| Extracting Inter-Protein Interactions Via Multitasking Graph Structure Learning | Jan 29, 2025 | Graph AttentionGraph structure learning | —Unverified | 0 | 0 |
| Extracting Physical Causality from Measurements to Detect and Localize False Data Injection Attacks | Sep 21, 2023 | Causal InferenceGraph Attention | —Unverified | 0 | 0 |
| Face Forgery Detection Based on Facial Region Displacement Trajectory Series | Dec 7, 2022 | Graph Attention | —Unverified | 0 | 0 |
| Factor Investing with a Deep Multi-Factor Model | Oct 22, 2022 | Graph AttentionManagement | —Unverified | 0 | 0 |
| FairGAT: Fairness-aware Graph Attention Networks | Mar 26, 2023 | FairnessGraph Attention | —Unverified | 0 | 0 |
| Faithful Interpretation for Graph Neural Networks | Oct 9, 2024 | Graph Attention | —Unverified | 0 | 0 |
| Fast fixed-backbone protein sequence and rotamer design | Sep 29, 2021 | Graph AttentionImitation Learning | —Unverified | 0 | 0 |
| Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification | Jun 15, 2020 | Graph AttentionNode Classification | —Unverified | 0 | 0 |
| Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks | Mar 3, 2025 | BlockingFault Diagnosis | —Unverified | 0 | 0 |
| FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR | Jul 11, 2022 | Graph AttentionRecommendation Systems | —Unverified | 0 | 0 |
| Feature-based Graph Attention Networks Improve Online Continual Learning | Feb 13, 2025 | Continual LearningGraph Attention | —Unverified | 0 | 0 |
| Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness | Dec 3, 2021 | Drug DesignFeature Importance | —Unverified | 0 | 0 |
| Federated Graph Learning for Cross-Domain Recommendation | Oct 10, 2024 | Graph AttentionGraph Learning | —Unverified | 0 | 0 |
| Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation | Dec 11, 2024 | Data AugmentationFederated Learning | —Unverified | 0 | 0 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 0 | 0 |
| Feedback Graph Attention Convolutional Network for Medical Image Enhancement | Jun 24, 2020 | Diffusion MRIGraph Attention | —Unverified | 0 | 0 |
| FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design | May 30, 2023 | Graph Attention | —Unverified | 0 | 0 |
| Few-Shot Semantic Segmentation with Democratic Attention Networks | Aug 1, 2020 | Few-Shot Semantic SegmentationGraph Attention | —Unverified | 0 | 0 |
| FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders | Dec 2, 2024 | Graph Attentiongraph construction | —Unverified | 0 | 0 |
| Fighter flight trajectory prediction based on spatio-temporal graphcial attention network | May 13, 2024 | Graph AttentionTrajectory Prediction | —Unverified | 0 | 0 |
| Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation | Aug 1, 2021 | Abstract Meaning RepresentationEvent Extraction | —Unverified | 0 | 0 |
| Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data | Jan 10, 2025 | Graph Attention | —Unverified | 0 | 0 |
| Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning | Sep 15, 2024 | Graph AttentionGraph Learning | —Unverified | 0 | 0 |