| MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification | Feb 22, 2025 | ClassificationComputational Efficiency | CodeCode Available | 0 |
| Encoding protein dynamic information in graph representation for functional residue identification | Dec 15, 2021 | Graph Neural NetworkProtein Function Prediction | CodeCode Available | 0 |
| Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ | Mar 26, 2018 | Graph Neural NetworkReinforcement Learning | CodeCode Available | 0 |
| 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 |
| Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion | Nov 18, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |
| Spatio-Temporal Graph Neural Network for Urban Spaces: Interpolating Citywide Traffic Volume | May 7, 2025 | Graph Neural Network | CodeCode Available | 0 |
| GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical Informatics | May 15, 2025 | BenchmarkingGraph Neural Network | CodeCode Available | 0 |
| Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization | Nov 16, 2021 | Code SummarizationGraph Neural Network | CodeCode Available | 0 |
| Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function | Sep 1, 2020 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification | Jul 9, 2020 | Automatic Sleep Stage ClassificationClassification | CodeCode Available | 0 |
| A Lagrangian Approach to Information Propagation in Graph Neural Networks | Feb 18, 2020 | Graph Neural Network | CodeCode Available | 0 |
| Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network Approach | Oct 6, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Spatiotemporal Forecasting of Traffic Flow using Wavelet-based Temporal Attention | Jul 5, 2024 | Graph Neural NetworkManagement | CodeCode Available | 0 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 |
| Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular Simulation | Sep 1, 2022 | Active LearningGPR | CodeCode Available | 0 |
| A hybrid method of Exponential Smoothing and Recurrent Neural Networks for time series forecasting | Jul 18, 2019 | Graph Neural NetworkTime Series | CodeCode Available | 0 |
| Graph similarity learning for change-point detection in dynamic networks | Mar 29, 2022 | Change Point DetectionFraud Detection | CodeCode Available | 0 |
| Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb | Feb 4, 2025 | GPUGraph Neural Network | CodeCode Available | 0 |
| Graph Signal Processing for Global Stock Market Realized Volatility Forecasting | Oct 30, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Community Detection with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 |
| Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems | Dec 5, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks | May 12, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Molecular geometry prediction using a deep generative graph neural network | Mar 31, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks | Oct 12, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |