| A Systematic Review of Deep Graph Neural Networks: Challenges, Classification, Architectures, Applications & Potential Utility in Bioinformatics | Nov 3, 2023 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 | 0 |
| ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation | May 25, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids | Dec 7, 2022 | Cyber Attack DetectionGraph Neural Network | —Unverified | 0 | 0 |
| ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Sep 13, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 | 0 |
| ATGNN: Audio Tagging Graph Neural Network | Nov 2, 2023 | Audio TaggingGraph Neural Network | —Unverified | 0 | 0 |
| A Theoretical Comparison of Graph Neural Network Extensions | Jan 30, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science | Nov 21, 2023 | Document ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | May 2, 2024 | Graph Neural NetworkRelation | —Unverified | 0 | 0 |
| A topic-aware graph neural network model for knowledge base updating | Aug 31, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| A Topology-aware Graph Coarsening Framework for Continual Graph Learning | Jan 5, 2024 | Continual LearningGraph Learning | —Unverified | 0 | 0 |
| AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning | Feb 21, 2024 | Graph Neural NetworkRed Teaming | —Unverified | 0 | 0 |
| Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent | Nov 2, 2023 | Graph Neural NetworkGraph Property Prediction | —Unverified | 0 | 0 |
| Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints | Apr 7, 2025 | Data AugmentationGraph Neural Network | —Unverified | 0 | 0 |
| Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization | Nov 28, 2023 | AllDenoising | —Unverified | 0 | 0 |
| Attentional Multilabel Learning over Graphs: A Message Passing Approach | Apr 1, 2018 | General ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction | Feb 1, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 | 0 |
| Attention-Based Learning on Molecular Ensembles | Nov 25, 2020 | 3D geometryGraph Neural Network | —Unverified | 0 | 0 |
| Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning | Jan 31, 2024 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation | Oct 18, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment | Apr 4, 2023 | AttributeEntity Alignment | —Unverified | 0 | 0 |
| Augmentation-Free Graph Contrastive Learning with Performance Guarantee | Apr 11, 2022 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 | 0 |
| A unifying primary framework for quantum graph neural networks from quantum graph states | Feb 20, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| AutoGraph: Automated Graph Neural Network | Nov 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |