| 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 |
| 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance | Dec 26, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension | Dec 24, 2022 | Abstractive Dialogue SummarizationGraph Neural Network | —Unverified | 0 |
| GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network | Dec 21, 2022 | Drug DiscoveryExplainable artificial intelligence | —Unverified | 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 |
| Recognition and reconstruction of cell differentiation patterns with deep learning | Dec 20, 2022 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Rumour detection using graph neural network and oversampling in benchmark Twitter dataset | Dec 20, 2022 | Data Augmentationfeature selection | —Unverified | 0 |
| Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension | Dec 19, 2022 | Entity EmbeddingsGraph Neural Network | —Unverified | 0 |
| Predicting Citi Bike Demand Evolution Using Dynamic Graphs | Dec 18, 2022 | Graph Neural NetworkManagement | CodeCode Available | 0 |
| Graph Neural Network based Child Activity Recognition | Dec 18, 2022 | Activity RecognitionGraph Neural Network | —Unverified | 0 |
| Realistic Synthetic Social Networks with Graph Neural Networks | Dec 15, 2022 | Graph Neural Network | —Unverified | 0 |
| Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata | Dec 13, 2022 | Graph Neural NetworkMachine Translation | —Unverified | 0 |
| ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition | Dec 11, 2022 | Graph Neural Network | —Unverified | 0 |
| FAIR AI Models in High Energy Physics | Dec 9, 2022 | Graph Neural Networkscientific discovery | —Unverified | 0 |
| Robust Graph Representation Learning via Predictive Coding | Dec 9, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Time-Synchronized State Estimation Using Graph Neural Networks in Presence of Topology Changes | Dec 8, 2022 | Graph Neural NetworkState Estimation | —Unverified | 0 |
| A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids | Dec 7, 2022 | Cyber Attack DetectionGraph Neural Network | —Unverified | 0 |
| Dynamic Graph Node Classification via Time Augmentation | Dec 7, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Learning Graph Search Heuristics | Dec 7, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| RBF-MGN:Solving spatiotemporal PDEs with Physics-informed Graph Neural Network | Dec 6, 2022 | Graph Neural Network | —Unverified | 0 |
| Self-supervised Graph Representation Learning for Black Market Account Detection | Dec 6, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Dissimilar Nodes Improve Graph Active Learning | Dec 5, 2022 | Active LearningGraph Embedding | CodeCode Available | 0 |
| Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification | Dec 4, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Application of a Dynamic Line Graph Neural Network for Intrusion Detection With Semisupervised Learning | Dec 2, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction | Dec 2, 2022 | Active LearningGraph Learning | —Unverified | 0 |
