| Graph Neural Networks: A Review of Methods and Applications | Dec 20, 2018 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph | Nov 29, 2024 | Graph Attention | CodeCode Available | 0 | 5 |
| Graph Representation Learning via Hard and Channel-Wise Attention Networks | Jul 5, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| GraphMatcher: A Graph Representation Learning Approach for Ontology Matching | Apr 20, 2024 | Graph AttentionGraph Representation Learning | CodeCode Available | 0 | 5 |
| Graph machine learning for flight delay prediction due to holding manouver | Feb 6, 2025 | Feature ImportanceGraph Attention | CodeCode Available | 0 | 5 |
| Graph Matching Networks for Learning the Similarity of Graph Structured Objects | Apr 29, 2019 | Graph AttentionGraph Matching | CodeCode Available | 0 | 5 |
| Learning Conjoint Attentions for Graph Neural Nets | Feb 5, 2021 | BenchmarkingGraph Attention | CodeCode Available | 0 | 5 |
| A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games | Dec 18, 2020 | Graph AttentionTrajectory Prediction | CodeCode Available | 0 | 5 |
| GRANP: A Graph Recurrent Attentive Neural Process Model for Vehicle Trajectory Prediction | Apr 9, 2024 | Autonomous DrivingDecoder | CodeCode Available | 0 | 5 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 | 5 |
| Graph Classification using Structural Attention | Jul 19, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| AS3D: 2D-Assisted Cross-Modal Understanding with Semantic-Spatial Scene Graphs for 3D Visual Grounding | May 7, 2025 | 3D visual groundingGraph Attention | CodeCode Available | 0 | 5 |
| SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention | Mar 21, 2024 | GPUGraph Attention | CodeCode Available | 0 | 5 |
| GraphConfRec: A Graph Neural Network-Based Conference Recommender System | Jun 23, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering | Sep 9, 2019 | Common Sense ReasoningGraph Attention | CodeCode Available | 0 | 5 |
| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 | 5 |
| Hyperbolic Graph Attention Network | Dec 6, 2019 | AnatomyGraph Attention | CodeCode Available | 0 | 5 |
| Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks | Oct 13, 2024 | DecoderGraph Attention | CodeCode Available | 0 | 5 |
| Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT) | Feb 18, 2022 | DiversityGraph Attention | —Unverified | 0 | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Nov 16, 2021 | Dependency ParsingGraph Attention | —Unverified | 0 | 0 |
| Co-guiding for Multi-intent Spoken Language Understanding | Nov 22, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| Effect Generation Based on Causal Reasoning | Nov 1, 2021 | Graph AttentionSentence | —Unverified | 0 | 0 |
| Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs | Mar 17, 2021 | Code CompletionGraph Attention | —Unverified | 0 | 0 |
| Edge-Featured Graph Attention Network | Jan 19, 2021 | Graph AttentionGraph Learning | —Unverified | 0 | 0 |
| Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection | Jan 25, 2024 | Anomaly DetectionDiversity | —Unverified | 0 | 0 |
| Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning | Mar 8, 2022 | ClusteringGraph Attention | —Unverified | 0 | 0 |
| Are GATs Out of Balance? | Oct 11, 2023 | Graph Attention | —Unverified | 0 | 0 |
| ECNU\_ICA\_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning | Aug 1, 2021 | Graph AttentionReading Comprehension | —Unverified | 0 | 0 |
| Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion | Jan 28, 2025 | Graph AttentionStock Prediction | —Unverified | 0 | 0 |
| EBSD Grain Knowledge Graph Representation Learning for Material Structure-Property Prediction | Sep 29, 2021 | Graph AttentionGraph Representation Learning | —Unverified | 0 | 0 |
| DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control | Sep 12, 2021 | Graph AttentionTraffic Signal Control | —Unverified | 0 | 0 |
| Channel Estimation for Full-Duplex RIS-assisted HAPS Backhauling with Graph Attention Networks | Oct 22, 2020 | Graph Attention | —Unverified | 0 | 0 |
| Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network | Mar 19, 2025 | Computational EfficiencyFault Diagnosis | —Unverified | 0 | 0 |
| CGT: Clustered Graph Transformer for Urban Spatio-temporal Prediction | Sep 25, 2019 | DecoderGraph Attention | —Unverified | 0 | 0 |
| APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion | Feb 20, 2024 | AttributeGraph Attention | —Unverified | 0 | 0 |
| Dynamic graph neural networks for enhanced volatility prediction in financial markets | Oct 22, 2024 | Decision MakingGraph Attention | —Unverified | 0 | 0 |
| Dynamic Graph Attention Networks for Travel Time Distribution Prediction in Urban Arterial Roads | Dec 15, 2024 | counterfactualGPU | —Unverified | 0 | 0 |
| Dynamic Graph Attention for Referring Expression Comprehension | Sep 18, 2019 | Graph AttentionReferring Expression | —Unverified | 0 | 0 |
| Dynamic Community Detection via Adversarial Temporal Graph Representation Learning | Jun 29, 2022 | Community DetectionDynamic Community Detection | —Unverified | 0 | 0 |
| CCPA: Long-term Person Re-Identification via Contrastive Clothing and Pose Augmentation | Feb 22, 2024 | Graph AttentionPerson Re-Identification | —Unverified | 0 | 0 |
| Applying graph neural network to SupplyGraph for supply chain network | Aug 23, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 | 0 |
| Causally-guided Regularization of Graph Attention Improves Generalizability | Oct 20, 2022 | Causal InferenceGraph 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 |
| Dual Stream Graph Transformer Fusion Networks for Enhanced Brain Decoding | Sep 23, 2024 | Brain DecodingGraph 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 |