| Deep Graphical Feature Learning for the Feature Matching Problem | Oct 1, 2019 | Graph Neural NetworkImage Registration | —Unverified | 0 |
| DeepGD: A Deep Learning Framework for Graph Drawing Using GNN | Jun 27, 2021 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Data Center Cooling System Optimization Using Offline Reinforcement Learning | Jan 25, 2025 | Graph Neural NetworkOffline RL | —Unverified | 0 |
| Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection | Jan 1, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection | Aug 9, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Data Augmentation for Personal Knowledge Base Population | Feb 23, 2020 | Data AugmentationFairness | —Unverified | 0 |
| Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints | Apr 7, 2025 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs | Jul 10, 2024 | Deep LearningFeature Engineering | —Unverified | 0 |
| Graph Feature Preprocessor: Real-time Subgraph-based Feature Extraction for Financial Crime Detection | Feb 13, 2024 | CPUGPU | —Unverified | 0 |
| GraphFLEx: Structure Learning Framework for Large Expanding Graphs | May 18, 2025 | ClusteringGraph Neural Network | —Unverified | 0 |
| DeepHEN: quantitative prediction essential lncRNA genes and rethinking essentialities of lncRNA genes | Sep 18, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| AutoGraph: Automated Graph Neural Network | Nov 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GNN: Graph Neural Network and Large Language Model for Data Discovery | Aug 24, 2024 | AttributeGraph Neural Network | —Unverified | 0 |
| GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation | Oct 26, 2023 | Graph Neural Network | —Unverified | 0 |
| Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations | Dec 11, 2023 | Data AugmentationEmotion Recognition | —Unverified | 0 |
| GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks | Mar 4, 2025 | Graph Neural Network | —Unverified | 0 |
| ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Prediction | Jan 22, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for Node-Level Predictions | Jun 22, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control | Mar 11, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| GNNFormer: A Graph-based Framework for Cytopathology Report Generation | Mar 17, 2023 | Caption GenerationGraph Neural Network | —Unverified | 0 |
| GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design | Jan 27, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Automated airway segmentation by learning graphical structure | Sep 30, 2021 | Computed Tomography (CT)Graph Neural Network | —Unverified | 0 |
| Data Augmentation for Graph Data: Recent Advancements | Aug 25, 2022 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment | Feb 20, 2025 | Graph Neural Network | —Unverified | 0 |
| Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent | Nov 2, 2023 | Graph Neural NetworkGraph Property Prediction | —Unverified | 0 |