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| Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks | Nov 24, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 | 0 |
| Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network | Jun 7, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems | Aug 26, 2020 | CPUGPU | —Unverified | 0 | 0 |
| Federated Dynamic GNN with Secure Aggregation | Sep 15, 2020 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks | Apr 30, 2024 | Demand ForecastingFederated Learning | —Unverified | 0 | 0 |
| Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation | Oct 18, 2023 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 | 0 |
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| Federated Social Recommendation with Graph Neural Network | Nov 21, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation | Feb 9, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control | May 27, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs | Jan 7, 2024 | Few-Shot LearningGraph Neural Network | —Unverified | 0 | 0 |
| Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry | May 30, 2024 | Fault DiagnosisFew-Shot Learning | —Unverified | 0 | 0 |
| Few-Shot Graph Out-of-Distribution Detection with LLMs | Mar 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 | 0 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Task Graphs | Jan 1, 2020 | Graph Neural NetworkMeta-Learning | —Unverified | 0 | 0 |
| Few-Shot Semantic Relation Prediction across Heterogeneous Graphs | Jul 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 | 0 |
| Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network | Dec 1, 2020 | Few-Shot Text ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Tracklets Predicting Based Adaptive Graph Tracking | Oct 18, 2020 | Autonomous DrivingGraph Neural Network | —Unverified | 0 | 0 |
| E(3)-equivariant models cannot learn chirality: Field-based molecular generation | Feb 24, 2024 | BenchmarkingGraph Neural Network | —Unverified | 0 | 0 |
| FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models | Jun 13, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning | Mar 11, 2024 | Binary ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Finding Diverse and Predictable Subgraphs for Graph Domain Generalization | Jun 19, 2022 | Domain GeneralizationGraph Neural Network | —Unverified | 0 | 0 |
| Finding Influencers in Complex Networks: An Effective Deep Reinforcement Learning Approach | Sep 9, 2023 | DecoderDeep Reinforcement Learning | —Unverified | 0 | 0 |
| FINETUNA: Fine-tuning Accelerated Molecular Simulations | May 2, 2022 | Active LearningGraph Neural Network | —Unverified | 0 | 0 |
| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 | 0 |