| Transferring Robustness for Graph Neural Network Against Poisoning Attacks | Aug 20, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks | May 17, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| A Recurrent Graph Neural Network for Multi-Relational Data | Nov 5, 2018 | Graph Neural NetworkSociology | CodeCode Available | 0 | 5 |
| HADA: A Graph-based Amalgamation Framework in Image-text Retrieval | Jan 11, 2023 | Graph Neural NetworkImage Retrieval | CodeCode Available | 0 | 5 |
| 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 | 5 |
| AdaGrid: Adaptive Grid Search for Link Prediction Training Objective | Mar 30, 2022 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 | 5 |
| GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation | Sep 12, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training | Aug 3, 2022 | Genre classificationGraph Neural Network | CodeCode Available | 0 | 5 |
| GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Aug 2, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Federated Graph Semantic and Structural Learning | Jun 27, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Grasper: A Generalist Pursuer for Pursuit-Evasion Problems | Apr 19, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 | 5 |
| Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks | Jun 24, 2021 | Feature CorrelationGraph Classification | CodeCode Available | 0 | 5 |
| Customizing Graph Neural Networks using Path Reweighting | Jun 21, 2021 | Data AugmentationGraph Attention | CodeCode Available | 0 | 5 |
| A Practical Two-stage Ranking Framework for Cross-market Recommendation | Apr 27, 2022 | Graph Neural NetworkVocal Bursts Valence Prediction | CodeCode Available | 0 | 5 |
| Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks in Molecular Graph Analysis | Feb 4, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 | 5 |
| FC-GNN: Recovering Reliable and Accurate Correspondences from Interferences | Jan 1, 2024 | Graph Neural NetworkKeypoint Detection | CodeCode Available | 0 | 5 |
| Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data | Feb 4, 2025 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 | 5 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy | Apr 21, 2021 | CPUGraph Learning | CodeCode Available | 0 | 5 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Graph Signal Processing for Global Stock Market Realized Volatility Forecasting | Oct 30, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Complicated Table Structure Recognition | Aug 13, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Graph similarity learning for change-point detection in dynamic networks | Mar 29, 2022 | Change Point DetectionFraud Detection | CodeCode Available | 0 | 5 |
| Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks | Oct 12, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems | Dec 5, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Decoupled Graph Neural Networks for Large Dynamic Graphs | May 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Multi-camera Torso Pose Estimation using Graph Neural Networks | Jul 28, 2020 | Graph Neural NetworkPose Estimation | CodeCode Available | 0 | 5 |
| Multi-Channel Graph Neural Network for Entity Alignment | Aug 26, 2019 | Entity AlignmentGraph Neural Network | CodeCode Available | 0 | 5 |
| GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification | Jul 9, 2020 | Automatic Sleep Stage ClassificationClassification | CodeCode Available | 0 | 5 |
| Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | May 17, 2024 | Fact VerificationGraph Attention | CodeCode Available | 0 | 5 |
| Deep Bayesian Optimization on Attributed Graphs | May 31, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training | Dec 24, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| GraphReach: Position-Aware Graph Neural Network using Reachability Estimations | Aug 19, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs | Jul 5, 2025 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 0 | 5 |
| Fast Interactive Video Object Segmentation with Graph Neural Networks | Mar 5, 2021 | Graph Neural NetworkInteractive Video Object Segmentation | CodeCode Available | 0 | 5 |
| Graph Pattern Mining and Learning through User-defined Relations (Extended Version) | Sep 14, 2018 | Graph Neural NetworkStochastic Optimization | CodeCode Available | 0 | 5 |
| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 | 5 |
| GraphConfRec: A Graph Neural Network-Based Conference Recommender System | Jun 23, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph neural topic model with commonsense knowledge | Mar 2, 2023 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Graph Normalizing Flows | May 30, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks | Oct 31, 2021 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Compiler Auto-Vectorization with Imitation Learning | Dec 1, 2019 | Graph Neural NetworkImitation Learning | CodeCode Available | 0 | 5 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 | 5 |
| Fast and Flexible Protein Design Using Deep Graph Neural Networks | Sep 23, 2020 | Graph Neural NetworkProtein Design | CodeCode Available | 0 | 5 |
