| Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications | Dec 13, 2023 | CPUGraph Neural Network | —Unverified | 0 | 0 |
| A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions | Sep 29, 2020 | Cloud ComputingGraph Neural Network | —Unverified | 0 | 0 |
| A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures | Mar 24, 2024 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| A GAN Approach for Node Embedding in Heterogeneous Graphs Using Subgraph Sampling | Dec 11, 2023 | Generative Adversarial NetworkGraph Neural Network | —Unverified | 0 | 0 |
| A general approach for identifying hierarchical symmetry constraints for analog circuit layout | Sep 30, 2020 | Graph MatchingGraph Neural Network | —Unverified | 0 | 0 |
| A General Benchmark Framework is Dynamic Graph Neural Network Need | Jan 12, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| A General Black-box Adversarial Attack on Graph-based Fake News Detectors | Apr 24, 2024 | Adversarial AttackGraph Neural Network | —Unverified | 0 | 0 |
| A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs | Jul 6, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| A General Unified Graph Neural Network Framework Against Adversarial Attacks | Sep 29, 2021 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network | Sep 20, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data | Dec 4, 2023 | Functional ConnectivityGraph Neural Network | —Unverified | 0 | 0 |
| Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks | Oct 26, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 | 0 |
| Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin | Feb 17, 2025 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| A GNN Model with Adaptive Weights for Session-Based Recommendation Systems | Aug 9, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility | Jul 16, 2024 | Graph Neural NetworkImitation Learning | —Unverified | 0 | 0 |
| A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration | Nov 29, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 | 0 |
| A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition | Jul 3, 2022 | Emotion RecognitionGraph Neural Network | —Unverified | 0 | 0 |
| A Graph Neural Network Approach for Product Relationship Prediction | May 12, 2021 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| A Graph Neural Network Approach for Scalable and Dynamic IP Similarity in Enterprise Networks | Oct 9, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence | Jun 23, 2023 | Graph Neural NetworkTemporal Sequences | —Unverified | 0 | 0 |
| A Graph Neural Network Assisted Monte Carlo Tree Search Approach to Traveling Salesman Problem | Sep 25, 2019 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 | 0 |
| A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs | Feb 25, 2025 | Graph Neural NetworkMULTI-VIEW LEARNING | —Unverified | 0 | 0 |
| A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning | Nov 27, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| A Graph Neural Network deep-dive into successful counterattacks | Nov 26, 2024 | Feature ImportanceGraph Neural Network | —Unverified | 0 | 0 |
| A Graph Neural Network Framework for Grid-Based Simulation | Feb 5, 2022 | DecoderGraph Neural Network | —Unverified | 0 | 0 |
| A Graph Neural Network with Negative Message Passing for Graph Coloring | Jan 26, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training | Dec 21, 2020 | Graph Neural NetworkRetrieval | —Unverified | 0 | 0 |
| Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction | Oct 19, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Heterogeneous Graph-Based Multimodal Brain Network Learning | Oct 16, 2021 | Disease PredictionGraph Neural Network | —Unverified | 0 | 0 |
| A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid | Sep 18, 2023 | Fault DiagnosisGraph Neural Network | —Unverified | 0 | 0 |
| A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis | Nov 13, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 | 0 |
| A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts | Apr 25, 2020 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Jan 13, 2025 | Deep LearningEmotion Recognition | —Unverified | 0 | 0 |
| A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews | Dec 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks | Aug 30, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Learning Blended, Precise Semantic Program Embeddings | Jul 3, 2019 | Graph Neural NetworkMethod name prediction | —Unverified | 0 | 0 |
| A Hybrid GNN approach for predicting node data for 3D meshes | Oct 23, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| A Hybrid Graph Network for Complex Activity Detection in Video | Oct 26, 2023 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities | Dec 16, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection | Oct 8, 2024 | Depression DetectionEEG | —Unverified | 0 | 0 |
| A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks | Dec 13, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications | Jan 21, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| AI-guided Antibiotic Discovery Pipeline from Target Selection to Compound Identification | Apr 15, 2025 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs | Aug 22, 2019 | 3D Medical Imaging SegmentationGraph Neural Network | —Unverified | 0 | 0 |
| A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning | Aug 10, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia | Sep 3, 2024 | Functional ConnectivityGraph Neural Network | —Unverified | 0 | 0 |
| A Lexicon-Based Graph Neural Network for Chinese NER | Nov 1, 2019 | Chinese Named Entity RecognitionGraph Neural Network | —Unverified | 0 | 0 |
| All-optical graph representation learning using integrated diffractive photonic computing units | Apr 23, 2022 | AllGraph Neural Network | —Unverified | 0 | 0 |
| A Logic for Reasoning About Aggregate-Combine Graph Neural Networks | Apr 30, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| A Long-Tail Friendly Representation Framework for Artist and Music Similarity | Sep 8, 2023 | Graph Neural NetworkMetric Learning | —Unverified | 0 | 0 |