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| ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation | Oct 24, 2023 | Drug DiscoveryFake News Detection | —Unverified | 0 | 0 |
| Abstract Diagrammatic Reasoning with Multiplex Graph Networks | Jun 19, 2020 | Graph Neural NetworkVisual Reasoning | —Unverified | 0 | 0 |
| Accelerating discrete dislocation dynamics simulations with graph neural networks | Aug 5, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation | Oct 17, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Accounting for Work Zone Disruptions in Traffic Flow Forecasting | Jul 16, 2024 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA | Jan 4, 2023 | CPUGPU | —Unverified | 0 | 0 |
| Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions | Apr 15, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature | Jan 4, 2024 | Community DetectionGraph Neural Network | —Unverified | 0 | 0 |
| A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems | Jan 18, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| A comparative analysis of Graph Neural Networks and commonly used machine learning algorithms on fake news detection | Mar 26, 2022 | Fake News DetectionGraph Neural Network | —Unverified | 0 | 0 |
| A comparative study of similarity-based and GNN-based link prediction approaches | Aug 20, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 | 0 |
| A Comparison of Graph Neural Networks for Malware Classification | Mar 22, 2023 | ClassificationGraph Classification | —Unverified | 0 | 0 |
| A Comprehensive Survey on Deep Graph Representation Learning | Apr 11, 2023 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring | May 1, 2021 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 | 0 |
| A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting | Sep 25, 2020 | Demand ForecastingGraph Neural Network | —Unverified | 0 | 0 |
| A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 | 0 |
| ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks | Jan 30, 2025 | ClusteringGraph Neural Network | —Unverified | 0 | 0 |
| Active Learning of Causal Structures with Deep Reinforcement Learning | Sep 7, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Active Semantic Localization with Graph Neural Embedding | May 10, 2023 | CPUDomain Adaptation | —Unverified | 0 | 0 |
| Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification | May 25, 2021 | Ensemble LearningGraph Neural Network | —Unverified | 0 | 0 |
| ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Prediction | Jan 22, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation | Jul 10, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Fractional order graph neural network | Jan 5, 2020 | global-optimizationGraph Neural Network | —Unverified | 0 | 0 |
| Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data | Apr 12, 2023 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Adaptive GNN for Image Analysis and Editing | Dec 1, 2019 | Graph Neural NetworkImage Enhancement | —Unverified | 0 | 0 |
| Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction | May 8, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| Adaptive Least Mean pth Power Graph Neural Networks | May 7, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Adaptive Multi-layer Contrastive Graph Neural Networks | Sep 29, 2021 | Data AugmentationGraph Neural Network | —Unverified | 0 | 0 |
| Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition | Jan 24, 2025 | EEGEEG Emotion Recognition | —Unverified | 0 | 0 |
| Adaptive Trajectory Prediction via Transferable GNN | Mar 9, 2022 | Autonomous DrivingGraph Neural Network | —Unverified | 0 | 0 |
| Adaptive Visibility Graph Neural Network and It's Application in Modulation Classification | Jun 16, 2021 | AvgGraph Neural Network | —Unverified | 0 | 0 |
| A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Nov 25, 2024 | CPUGPU | —Unverified | 0 | 0 |
| A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail | Feb 27, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks | Sep 7, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network | Oct 17, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| A Deep Graph Neural Network-Based Mechanism for Social Recommendations | Apr 10, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| ADiag: Graph Neural Network Based Diagnosis of Alzheimer's Disease | Jan 8, 2021 | DiagnosticGraph Neural Network | —Unverified | 0 | 0 |
| A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation | Nov 1, 2021 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 | 0 |
| A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction | Feb 15, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| AdS-GNN -- a Conformally Equivariant Graph Neural Network | May 19, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| DPGNN: Dual-Perception Graph Neural Network for Representation Learning | Oct 15, 2021 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media | Feb 22, 2025 | ClusteringFake News Detection | —Unverified | 0 | 0 |
| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 | 0 |
| Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis | Sep 11, 2023 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction | Nov 24, 2023 | Graph Neural NetworkGraph Regression | —Unverified | 0 | 0 |
| Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Nov 20, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 | 0 |
| Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs | Aug 8, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 | 0 |
| Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection | Jan 27, 2021 | Active LearningArticles | —Unverified | 0 | 0 |