| Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach | Jun 18, 2017 | Graph Neural NetworkKnowledge Base Completion | CodeCode Available | 0 |
| Learning Hyper Label Model for Programmatic Weak Supervision | Jul 27, 2022 | Graph Neural Networkmodel | CodeCode Available | 0 |
| Few-Shot Learning with Graph Neural Networks | Nov 10, 2017 | Active LearningCross-Domain Few-Shot | CodeCode Available | 0 |
| Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Mar 26, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 |
| Position-aware Graph Neural Networks | Jun 11, 2019 | Community DetectionGraph Neural Network | CodeCode Available | 0 |
| Deep Bayesian Optimization on Attributed Graphs | May 31, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | CodeCode Available | 0 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach | Nov 8, 2021 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 |
| Power Failure Cascade Prediction using Graph Neural Networks | Apr 24, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Learning and Evaluating Character Representations in Novels | May 1, 2022 | Graph Neural NetworkWord Embeddings | CodeCode Available | 0 |
| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Learning a Static Bug Finder from Data | Jul 12, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Federated Graph Semantic and Structural Learning | Jun 27, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks | Jun 24, 2021 | Feature CorrelationGraph Classification | CodeCode Available | 0 |
| Learning Attribute-Structure Co-Evolutions in Dynamic Graphs | Jul 25, 2020 | AttributeGraph Neural Network | CodeCode Available | 0 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 |
| Joint Graph Learning and Matching for Semantic Feature Correspondence | Sep 1, 2021 | Graph LearningGraph Matching | CodeCode Available | 0 |
| Decoupled Graph Neural Networks for Large Dynamic Graphs | May 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks | Nov 30, 2021 | Explainable artificial intelligenceGraph Neural Network | CodeCode Available | 0 |
| Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach | Sep 3, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Jet Discrimination with Quantum Complete Graph Neural Network | Mar 8, 2024 | Graph Neural NetworkQuantum Machine Learning | CodeCode Available | 0 |
| Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer | Sep 7, 2021 | Graph Neural NetworkQuestion Answering | CodeCode Available | 0 |
