| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 | 0 |
| Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges | Dec 11, 2022 | Graph AttentionGraph Classification | —Unverified | 0 | 0 |
| Causally-guided Regularization of Graph Attention Improves Generalizability | Oct 20, 2022 | Causal InferenceGraph Attention | —Unverified | 0 | 0 |
| Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Mar 18, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 | 0 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jan 16, 2022 | Graph AttentionMisinformation | —Unverified | 0 | 0 |
| Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities | Mar 9, 2025 | Graph AttentionKnowledge Distillation | —Unverified | 0 | 0 |
| A Novel Graph based Trajectory Predictor with Pseudo Oracle | Feb 2, 2020 | Graph AttentionPedestrian Trajectory Prediction | —Unverified | 0 | 0 |
| Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks | Mar 2, 2021 | Graph Attention | —Unverified | 0 | 0 |
| Dual Stream Graph Transformer Fusion Networks for Enhanced Brain Decoding | Sep 23, 2024 | Brain DecodingGraph Attention | —Unverified | 0 | 0 |
| GraphGSOcc: Semantic-Geometric Graph Transformer with Dynamic-Static Decoupling for 3D Gaussian Splatting-based Occupancy Prediction | Jun 13, 2025 | 3DGS3D Semantic Occupancy Prediction | —Unverified | 0 | 0 |
| GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network | Feb 5, 2022 | C++ codeGraph Attention | —Unverified | 0 | 0 |
| Dual-Primal Graph Convolutional Networks | Jun 3, 2018 | Graph AttentionRecommendation Systems | —Unverified | 0 | 0 |
| CATS: Mitigating Correlation Shift for Multivariate Time Series Classification | Apr 5, 2025 | Domain AdaptationGraph Attention | —Unverified | 0 | 0 |
| Graph Joint Attention Networks | Sep 28, 2020 | BenchmarkingGraph Attention | —Unverified | 0 | 0 |
| Graph Enhanced Representation Learning for News Recommendation | Mar 31, 2020 | Graph AttentionNews Recommendation | —Unverified | 0 | 0 |
| Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring | Dec 26, 2024 | Graph AttentionSound Source Localization | —Unverified | 0 | 0 |
| Graph Convolutional Networks and Graph Attention Networks for Approximating Arguments Acceptability -- Technical Report | Apr 29, 2024 | Abstract ArgumentationGraph Attention | —Unverified | 0 | 0 |
| Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation | Mar 2, 2024 | Age EstimationDisentanglement | —Unverified | 0 | 0 |
| Catching Bid-rigging Cartels with Graph Attention Neural Networks | Jul 16, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations | Mar 18, 2025 | Graph AttentionImage Reconstruction | —Unverified | 0 | 0 |
| Dual Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 | 0 |
| Graph Network Models To Detect Illicit Transactions In Block Chain | Sep 23, 2024 | Graph Attention | —Unverified | 0 | 0 |
| Graph Neural Modeling of Network Flows | Sep 12, 2022 | Graph AttentionGraph Learning | —Unverified | 0 | 0 |
| Graph Neural Network approaches for single-cell data: A recent overview | Oct 14, 2023 | Data IntegrationDiversity | —Unverified | 0 | 0 |
| Graph-based Multilingual Product Retrieval in E-commerce Search | May 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention | Jul 8, 2024 | Graph AttentionInductive Bias | —Unverified | 0 | 0 |
| Graph neural network-based fault diagnosis: a review | Nov 16, 2021 | Fault DiagnosisGraph Attention | —Unverified | 0 | 0 |
| Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey | Jul 8, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Graph Attention with Hierarchies for Multi-hop Question Answering | Jan 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Targeted Neural Architectures in Multi-Objective Frameworks for Complete Glioma Characterization from Multimodal MRI | Sep 25, 2024 | Graph AttentionTumor Segmentation | —Unverified | 0 | 0 |
| Adversarial Example Detection Using Latent Neighborhood Graph | Jan 1, 2021 | Adversarial AttackGraph Attention | —Unverified | 0 | 0 |
| A Coalition Game for On-demand Multi-modal 3D Automated Delivery System | Dec 23, 2024 | Graph Attention | —Unverified | 0 | 0 |
| 3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information | Jun 3, 2024 | 3D Pose EstimationDecoder | —Unverified | 0 | 0 |
| Graph Attention Tracking | Nov 23, 2020 | Graph AttentionObject Tracking | —Unverified | 0 | 0 |
| DRTS Parsing with Structure-Aware Encoding and Decoding | May 14, 2020 | DecoderGraph Attention | —Unverified | 0 | 0 |
| Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version | Mar 19, 2021 | Correlated Time Series ForecastingGraph Attention | —Unverified | 0 | 0 |
| DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks | Aug 11, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Graph Attention Networks with Positional Embeddings | May 9, 2021 | Graph AttentionNode Classification | —Unverified | 0 | 0 |
| Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches | Mar 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Graph Neural Networks with Composite Kernels | May 16, 2020 | Graph Attention | —Unverified | 0 | 0 |
| Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles | Dec 3, 2024 | Graph AttentionIntrusion Detection | —Unverified | 0 | 0 |
| Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification | Sep 25, 2021 | Graph AttentionMulti-Task Learning | —Unverified | 0 | 0 |
| Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity | Oct 18, 2022 | Graph Attention | —Unverified | 0 | 0 |
| Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture | Nov 11, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 | 0 |
| Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer | Jan 16, 2022 | Graph AttentionMeta-Learning | —Unverified | 0 | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| Graph Attention Networks for Speaker Verification | Oct 22, 2020 | Graph AttentionSpeaker Verification | —Unverified | 0 | 0 |
| Graph Representation Learning Strategies for Omics Data: A Case Study on Parkinson's Disease | Jun 20, 2024 | Graph AttentionGraph Representation Learning | —Unverified | 0 | 0 |
| Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications | Apr 1, 2021 | Graph Attention | —Unverified | 0 | 0 |
| Graph Attention Networks for Anti-Spoofing | Apr 8, 2021 | Graph AttentionSpeaker Verification | —Unverified | 0 | 0 |