| GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection | Jul 25, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 | 5 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 | 5 |
| Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning | Feb 8, 2025 | Graph AttentionRepresentation Learning | CodeCode Available | 1 | 5 |
| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks | Mar 8, 2021 | Deep AttentionGraph Attention | CodeCode Available | 1 | 5 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment | Jul 24, 2023 | Functional ConnectivityGraph Attention | CodeCode Available | 1 | 5 |
| GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings | Jan 3, 2022 | Graph AttentionVector Graphics | CodeCode Available | 1 | 5 |
| CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | May 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 1 | 5 |
| Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs | Oct 19, 2022 | Graph AttentionIntent Detection | CodeCode Available | 1 | 5 |
| Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction | Mar 11, 2020 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| MemoNav: Working Memory Model for Visual Navigation | Feb 29, 2024 | Decision MakingGraph Attention | CodeCode Available | 1 | 5 |
| GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy | May 18, 2025 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting | Jan 15, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily | Oct 29, 2021 | Graph Attention | CodeCode Available | 1 | 5 |
| GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning | Nov 23, 2024 | AttributeCommunity Detection | CodeCode Available | 1 | 5 |
| Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits | Jun 27, 2020 | DecoderGraph Attention | CodeCode Available | 1 | 5 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Multimodal Pre-training Based on Graph Attention Network for Document Understanding | Mar 25, 2022 | document understandingGraph Attention | CodeCode Available | 1 | 5 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 | 5 |
| GlobalMapper: Arbitrary-Shaped Urban Layout Generation | Jul 19, 2023 | Graph AttentionLayout Generation | CodeCode Available | 1 | 5 |
| GRAF: Graph Attention-aware Fusion Networks | Mar 29, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| NAP: Neural 3D Articulation Prior | May 25, 2023 | 3D GenerationDenoising | CodeCode Available | 1 | 5 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 | 5 |
| Graph Attention Multi-Layer Perceptron | Jun 9, 2022 | Graph AttentionNode Property Prediction | CodeCode Available | 1 | 5 |
| Graph-based Deep Learning for Communication Networks: A Survey | Jun 4, 2021 | Deep LearningGraph Attention | CodeCode Available | 1 | 5 |
| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Apr 4, 2021 | Conversational Question AnsweringGraph Attention | CodeCode Available | 1 | 5 |
| Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification | Jan 4, 2024 | Cloth-Changing Person Re-IdentificationContrastive Learning | CodeCode Available | 1 | 5 |
| Graph Attention Networks | Oct 30, 2017 | Document ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge | Aug 1, 2021 | Fake News DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 | 5 |
| D2S: Representing sparse descriptors and 3D coordinates for camera relocalization | Jul 28, 2023 | Camera RelocalizationGraph Attention | CodeCode Available | 1 | 5 |
| DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations | Jul 6, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks | Apr 23, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 | 5 |
| DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning | Jan 5, 2024 | Graph Attention | CodeCode Available | 1 | 5 |
| Disease State Prediction From Single-Cell Data Using Graph Attention Networks | Feb 14, 2020 | Disease PredictionGraph Attention | CodeCode Available | 1 | 5 |
| DIGAT: Modeling News Recommendation with Dual-Graph Interaction | Oct 11, 2022 | Graph AttentionNews Recommendation | CodeCode Available | 1 | 5 |
| DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation | Jun 21, 2021 | Collaborative FilteringGraph Attention | CodeCode Available | 1 | 5 |
| DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis | Oct 23, 2024 | cognitive diagnosisDiagnostic | CodeCode Available | 1 | 5 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | Oct 4, 2021 | Audio Deepfake DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs | Sep 30, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Dynamic Graph Neural Networks for Sequential Recommendation | Apr 15, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection | Jul 27, 2021 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jul 1, 2022 | Graph AttentionMisinformation | CodeCode Available | 1 | 5 |
| Drug-Target Interaction Prediction with Graph Attention networks | Jul 10, 2021 | Graph AttentionPrediction | CodeCode Available | 1 | 5 |
| DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering | Jul 10, 2021 | Graph AttentionQuestion Answering | CodeCode Available | 1 | 5 |
| Graph neural network surrogate for strategic transport planning | Aug 14, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
