| Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | 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 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | 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 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | 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 |
| AdaGrid: Adaptive Grid Search for Link Prediction Training Objective | Mar 30, 2022 | BIG-bench Machine LearningGraph 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 Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 | 5 |
| Federated Graph Semantic and Structural Learning | Jun 27, 2024 | Graph LearningGraph 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 |
| Graph Signal Processing for Global Stock Market Realized Volatility Forecasting | Oct 30, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| GraphReach: Position-Aware Graph Neural Network using Reachability Estimations | Aug 19, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks | Jun 24, 2021 | Feature CorrelationGraph Classification | 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-SCP: Accelerating Set Cover Problems with Graph Neural Networks | Oct 12, 2023 | Combinatorial OptimizationGraph 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 |
| MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification | Feb 22, 2025 | ClassificationComputational Efficiency | 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 Pattern Mining and Learning through User-defined Relations (Extended Version) | Sep 14, 2018 | Graph Neural NetworkStochastic Optimization | CodeCode Available | 0 | 5 |
| Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems | Dec 5, 2024 | Graph Neural NetworkRecommendation Systems | 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 |
| Automorphic Equivalence-aware Graph Neural Network | Nov 9, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| Complicated Table Structure Recognition | Aug 13, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Network with Local Frame for Molecular Potential Energy Surface | Aug 1, 2022 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
