| Graph Classification using Structural Attention | Jul 19, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control | Dec 20, 2024 | Graph AttentionQ-Learning | CodeCode Available | 0 |
| Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering | Sep 9, 2019 | Common Sense ReasoningGraph Attention | CodeCode Available | 0 |
| Customizing Graph Neural Networks using Path Reweighting | Jun 21, 2021 | Data AugmentationGraph Attention | CodeCode Available | 0 |
| RE^2: Region-Aware Relation Extraction from Visually Rich Documents | May 24, 2023 | Graph AttentionRelation | CodeCode Available | 0 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 |
| A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News Detection | Jan 6, 2025 | Binary ClassificationFake News Detection | CodeCode Available | 0 |
| Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation | Apr 11, 2024 | counterfactualGraph Attention | CodeCode Available | 0 |
| Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction | Jul 31, 2021 | Graph AttentionPrediction | CodeCode Available | 0 |
| SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention | Mar 21, 2024 | GPUGraph Attention | CodeCode Available | 0 |
| UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering | Nov 4, 2024 | ClusteringGraph Attention | CodeCode Available | 0 |
| SPINDLE: Spinning Raw Text into Lambda Terms with Graph Attention | Feb 23, 2023 | Graph Attention | CodeCode Available | 0 |
| Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array | May 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Graph Attention for Heterogeneous Graphs with Positional Encoding | Apr 3, 2025 | Graph AttentionLink Prediction | CodeCode Available | 0 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Graph Attention Convolution for Point Cloud Semantic Segmentation | Jun 1, 2019 | Graph AttentionObject | CodeCode Available | 0 |
| FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment | Mar 31, 2025 | Action Quality AssessmentGraph Attention | CodeCode Available | 0 |
| Relational Graph Attention Networks | Apr 11, 2019 | Graph Attention | CodeCode Available | 0 |
| Unsupervised Graph Clustering with Deep Structural Entropy | May 20, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement Learning | CodeCode Available | 0 |
| Relation-Aware Graph Attention Network for Visual Question Answering | Mar 29, 2019 | Graph AttentionImplicit Relations | CodeCode Available | 0 |
| A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition | Apr 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection | Jun 17, 2025 | Clone DetectionGraph Attention | CodeCode Available | 0 |
| Towards better traffic volume estimation: Jointly addressing the underdetermination and nonequilibrium problems with correlation-adaptive GNNs | Mar 10, 2023 | Graph Attention | CodeCode Available | 0 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 |
