| Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems | Feb 27, 2023 | Distributed ComputingGraph Neural Network | CodeCode Available | 0 |
| LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification | May 29, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Moment-Matching Graph-Networks for Causal Inference | Jul 20, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 0 |
| How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing | May 21, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Truck Parking Usage Prediction with Decomposed Graph Neural Networks | Jan 23, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| How Curvature Enhance the Adaptation Power of Framelet GCNs | Jul 19, 2023 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| M^3-Impute: Mask-guided Representation Learning for Missing Value Imputation | Oct 11, 2024 | Feature CorrelationGraph Neural Network | CodeCode Available | 0 |
| ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph | Dec 30, 2023 | Graph Neural NetworkLanguage Modelling | CodeCode Available | 0 |
| A Simple and Scalable Graph Neural Network for Large Directed Graphs | Jun 14, 2023 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| Solving the Tree Containment Problem Using Graph Neural Networks | Apr 15, 2024 | Graph Neural NetworkInductive Learning | CodeCode Available | 0 |
| Reasoning Visual Dialogs with Structural and Partial Observations | Apr 11, 2019 | Graph Neural NetworkVisual Dialog | CodeCode Available | 0 |
| Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning | Sep 25, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Machine Learning Meets The Herbrand Universe | Oct 7, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Factor Graph Neural Network | Jun 3, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Equipping Federated Graph Neural Networks with Structure-aware Group Fairness | Oct 18, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation | May 24, 2022 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 |
| Recognition and reconstruction of cell differentiation patterns with deep learning | Dec 20, 2022 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach | May 26, 2024 | Graph Neural NetworkManagement | CodeCode Available | 0 |
| HOEG: A New Approach for Object-Centric Predictive Process Monitoring | Apr 8, 2024 | BenchmarkingGraph Neural Network | CodeCode Available | 0 |
| Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical Images | Nov 13, 2023 | BenchmarkingClassification | CodeCode Available | 0 |
| On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing | Oct 6, 2022 | Code ClassificationData Augmentation | CodeCode Available | 0 |
| High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach | Nov 4, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation | Jun 10, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Complicated Table Structure Recognition | Aug 13, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Reconstructing Graph Diffusion History from a Single Snapshot | Jun 1, 2023 | Graph Neural Networkparameter estimation | CodeCode Available | 0 |