| DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification | Jun 5, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Towards Scalable Adaptive Learning with Graph Neural Networks and Reinforcement Learning | May 10, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images | Aug 31, 2023 | Activity PredictionGraph Classification | CodeCode Available | 0 |
| Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure | Feb 20, 2019 | ArticlesGeneral Classification | CodeCode Available | 0 |
| DeltaGNN: Graph Neural Network with Information Flow Control | Jan 10, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Gradient scarcity with Bilevel Optimization for Graph Learning | Mar 24, 2023 | Bilevel OptimizationGraph Learning | CodeCode Available | 0 |
| Conditional Distribution Learning on Graphs | Nov 20, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning | Jul 1, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 0 |
| Gradient Rewiring for Editable Graph Neural Network Training | Oct 21, 2024 | Graph Neural NetworkModel Editing | CodeCode Available | 0 |
| Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection | Aug 25, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| A Novel Self-Supervised Learning-Based Anomaly Node Detection Method Based on an Autoencoder in Wireless Sensor Networks | Dec 26, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Delay-aware Backpressure Routing Using Graph Neural Networks | Nov 19, 2022 | Graph Neural Network | CodeCode Available | 0 |
| DICE: Device-level Integrated Circuits Encoder with Graph Contrastive Pretraining | Feb 13, 2025 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise | Apr 14, 2024 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 |
| GNRK: Graph Neural Runge-Kutta method for solving partial differential equations | Oct 1, 2023 | Graph Neural Network | CodeCode Available | 0 |
| DeepTPI: Test Point Insertion with Deep Reinforcement Learning | Jun 7, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Synthesizing Traffic Datasets using Graph Neural Networks | Dec 8, 2023 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Adversarial Attack on Graph Structured Data | Jun 6, 2018 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Deep Spatial Domain Generalization | Oct 3, 2022 | Domain GeneralizationGraph Neural Network | CodeCode Available | 0 |
| Overlapping Community Detection with Graph Neural Networks | Sep 26, 2019 | Community DetectionGraph Neural Network | CodeCode Available | 0 |
| p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks | Nov 29, 2021 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural Network | Feb 6, 2024 | Generalization BoundsGraph Neural Network | CodeCode Available | 0 |
| GNNSampler: Bridging the Gap between Sampling Algorithms of GNN and Hardware | Aug 26, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Synthetic pre-training for neural-network interatomic potentials | Jul 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Deep Representations for Time-varying Brain Datasets | May 23, 2022 | AttributeGraph Neural Network | CodeCode Available | 0 |
