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| DeepGD: A Deep Learning Framework for Graph Drawing Using GNN | Jun 27, 2021 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment | Mar 10, 2025 | Graph Neural Network | —Unverified | 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 |
| A unifying primary framework for quantum graph neural networks from quantum graph states | Feb 20, 2024 | Graph Neural Network | —Unverified | 0 |
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| Graph Neural Network for Metal Organic Framework Potential Energy Approximation | Oct 29, 2020 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network for Crawling Target Nodes in Social Networks | Mar 20, 2024 | Graph Neural Network | —Unverified | 0 |
| A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Jan 13, 2025 | Deep LearningEmotion Recognition | —Unverified | 0 |
| Deep Attention Diffusion Graph Neural Networks for Text Classification | Nov 1, 2021 | ClassificationDeep Attention | —Unverified | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 |
| Graph Neural Network for Hamiltonian-Based Material Property Prediction | May 27, 2020 | Band GapGraph Neural Network | —Unverified | 0 |
| Augmentation-Free Graph Contrastive Learning with Performance Guarantee | Apr 11, 2022 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach | Jan 13, 2022 | BIG-bench Machine LearningGraph Learning | —Unverified | 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 |
| Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets | Nov 27, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network for Interpreting Task-fMRI Biomarkers | Jul 2, 2019 | Feature ImportanceGraph Neural Network | —Unverified | 0 |
| Graph Neural Network for spatiotemporal data: methods and applications | May 30, 2023 | Graph Neural NetworkWeather Forecasting | —Unverified | 0 |
| Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics | Jul 9, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment | Apr 4, 2023 | AttributeEntity Alignment | —Unverified | 0 |
| Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks | Apr 4, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Distributed Representations of Entities in Open-World Knowledge Graphs | Oct 16, 2020 | Entity AlignmentGraph Neural Network | —Unverified | 0 |
| Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation | Oct 18, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
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| Decentralized Inference with Graph Neural Networks in Wireless Communication Systems | Apr 19, 2021 | Efficient Neural NetworkGraph Neural Network | —Unverified | 0 |
| Decentralized Graph Neural Network for Privacy-Preserving Recommendation | Aug 15, 2023 | graph constructionGraph Neural Network | —Unverified | 0 |
| Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning | Jan 31, 2024 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Attention-Based Learning on Molecular Ensembles | Nov 25, 2020 | 3D geometryGraph Neural Network | —Unverified | 0 |
| De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs | Sep 17, 2022 | graph constructionGraph Neural Network | —Unverified | 0 |
| A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid | Sep 18, 2023 | Fault DiagnosisGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature | Sep 21, 2024 | Graph Neural NetworkOpinion Mining | —Unverified | 0 |
| Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression | Sep 24, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems | Aug 18, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 |
| 3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve | Dec 23, 2021 | Action RecognitionDynamic Time Warping | —Unverified | 0 |
| DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction | Dec 21, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks | Apr 29, 2025 | Contrastive LearningEEG | —Unverified | 0 |
| Heterogeneous Graph-Based Multimodal Brain Network Learning | Oct 16, 2021 | Disease PredictionGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification | Mar 6, 2022 | Graph Neural NetworkMultilingual text classification | —Unverified | 0 |
| Data Pricing for Graph Neural Networks without Pre-purchased Inspection | Feb 12, 2025 | Graph Neural Network | —Unverified | 0 |
| Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction | Feb 1, 2024 | Graph Neural Network | —Unverified | 0 |
| Data-driven Taylor-Galerkin finite-element scheme for convection problems | Sep 27, 2021 | Graph Neural Network | —Unverified | 0 |
| Attentional Multilabel Learning over Graphs: A Message Passing Approach | Apr 1, 2018 | General ClassificationGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach | Feb 6, 2025 | Graph Neural Network | —Unverified | 0 |
| GrADE: A graph based data-driven solver for time-dependent nonlinear partial differential equations | Aug 24, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Data-Driven Radio Propagation Modeling using Graph Neural Networks | Jan 8, 2025 | Graph Neural Network | —Unverified | 0 |
| Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation | Aug 23, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| GrabQC: Graph based Query Contextualization for automated ICD coding | Jul 14, 2022 | Graph Neural NetworkInformation Retrieval | —Unverified | 0 |
| Data-Driven Radio Environment Map Estimation Using Graph Neural Networks | Jun 9, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Enabled Pinching Antennas | Feb 8, 2025 | Computational EfficiencyGraph Attention | —Unverified | 0 |