| RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks | Jul 15, 2023 | Contrastive LearningGraph Learning | CodeCode Available | 0 |
| Heterogeneous network drug-target interaction prediction model based on graph wavelet transform and multi-level contrastive learning | Apr 27, 2025 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing | May 23, 2023 | Edge-computingGraph Neural Network | CodeCode Available | 0 |
| Spatial Commonsense Graph for Object Localisation in Partial Scenes | Mar 10, 2022 | Graph Neural NetworkObject | CodeCode Available | 0 |
| Memory Augmented Graph Neural Networks for Sequential Recommendation | Dec 26, 2019 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Two-Level Temporal Relation Model for Online Video Instance Segmentation | Oct 30, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| A Unified View on Graph Neural Networks as Graph Signal Denoising | Oct 5, 2020 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| Heterogeneous Graph Neural Networks for Malicious Account Detection | Feb 27, 2020 | Graph Neural Network | CodeCode Available | 0 |
| MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images | Feb 23, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 0 |
| Heterogeneous Deep Graph Infomax | Nov 19, 2019 | ClassificationClustering | CodeCode Available | 0 |
| HEroBM: a deep equivariant graph neural network for universal backmapping from coarse-grained to all-atom representations | Apr 25, 2024 | AllGraph Neural Network | CodeCode Available | 0 |
| Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation | Oct 14, 2024 | AttributeGraph Neural Network | CodeCode Available | 0 |
| End-to-end video instance segmentation via spatial-temporal graph neural networks | Mar 7, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| Spatial Heterophily Aware Graph Neural Networks | Jun 21, 2023 | DiversityGraph Neural Network | CodeCode Available | 0 |
| Meta-Graph: Few Shot Link Prediction via Meta Learning | Dec 20, 2019 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks | May 17, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| HADA: A Graph-based Amalgamation Framework in Image-text Retrieval | Jan 11, 2023 | Graph Neural NetworkImage Retrieval | CodeCode Available | 0 |
| End-to-End Rotation Averaging With Multi-Source Propagation | Jun 19, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation | Aug 4, 2019 | AttributeFeature Engineering | CodeCode Available | 0 |
| Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array | May 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-Learning | Sep 14, 2022 | Graph Neural NetworkMeta-Learning | CodeCode Available | 0 |
| Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation | Aug 14, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks | Mar 31, 2021 | Code Documentation GenerationCode Summarization | CodeCode Available | 0 |
| Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation | Jun 16, 2022 | Graph Neural NetworkHierarchical Reinforcement Learning | CodeCode Available | 0 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 |
