| 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 | 5 |
| Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA Framework | May 5, 2025 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Network-based Resource Allocation Strategies for Multi-Object Spectroscopy | Sep 27, 2021 | Graph Neural NetworkPOS | CodeCode Available | 0 | 5 |
| Cognitive Graph for Multi-Hop Reading Comprehension at Scale | May 14, 2019 | Graph Neural NetworkMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics | Jul 26, 2024 | Graph Neural NetworkLoad Virtual Sensing | CodeCode Available | 0 | 5 |
| Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting | Sep 27, 2022 | Graph Neural NetworkTemporal Sequences | CodeCode Available | 0 | 5 |
| Co-evolution-based Metal-binding Residue Prediction with Graph Neural Networks | Feb 22, 2025 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 | 5 |
| Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural Networks | Apr 25, 2025 | Autonomous NavigationFeature Importance | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Social Recommendation | Feb 19, 2019 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Graph Neural Network Causal Explanation via Neural Causal Models | Jul 12, 2024 | Causal InferenceGraph Neural Network | CodeCode Available | 0 | 5 |
| Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks | Jul 6, 2020 | Graph Neural NetworkTime Series | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Jamming Source Localization | Jun 1, 2025 | feature selectiongraph construction | CodeCode Available | 0 | 5 |
| A Cluster-Based Trip Prediction Graph Neural Network Model for Bike Sharing Systems | Jan 3, 2022 | ClusteringGraph Neural Network | CodeCode Available | 0 | 5 |
| Uplift Modeling Under Limited Supervision | Mar 28, 2024 | Graph Neural NetworkNode Regression | CodeCode Available | 0 | 5 |
| A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and Tracking | Jan 18, 2024 | Cell DetectionCell Segmentation | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator | May 30, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs | Mar 30, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 | 5 |
| Graph Neural Network Encoding for Community Detection in Attribute Networks | Jun 6, 2020 | AttributeCommunity Detection | CodeCode Available | 0 | 5 |
| Boost Event-Driven Tactile Learning with Location Spiking Neurons | Oct 9, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Decentralized Multi-Robot Path Planning | Dec 12, 2019 | Decision MakingGraph Neural Network | CodeCode Available | 0 | 5 |
| DeltaGNN: Graph Neural Network with Information Flow Control | Jan 10, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Graph Neural Networks: A Review of Methods and Applications | Dec 20, 2018 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Evaluating the Transferability of Machine-Learned Force Fields for Material Property Modeling | Jan 10, 2023 | BenchmarkingGraph Neural Network | CodeCode Available | 0 | 5 |
| A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning | Sep 2, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 | 5 |