| AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction | May 17, 2020 | Graph AttentionMulti-future Trajectory Prediction | 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 |
| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Apr 4, 2021 | Conversational Question AnsweringGraph Attention | CodeCode Available | 1 | 5 |
| Explainable Spatio-Temporal Graph Neural Networks | Oct 26, 2023 | Crime PredictionDecoder | CodeCode Available | 1 | 5 |
| Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations | Dec 24, 2020 | DecoderGraph Attention | CodeCode Available | 1 | 5 |
| FRT-PAD: Effective Presentation Attack Detection Driven by Face Related Task | Nov 22, 2021 | AttributeFace Presentation Attack Detection | CodeCode Available | 1 | 5 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 | 5 |
| Learn to Design the Heuristics for Vehicle Routing Problem | Feb 20, 2020 | Combinatorial OptimizationDecoder | CodeCode Available | 1 | 5 |
| AirObject: A Temporally Evolving Graph Embedding for Object Identification | Nov 30, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| Fisher Information Embedding for Node and Graph Learning | May 12, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks | Jun 18, 2021 | Graph AttentionTime Series | CodeCode Available | 1 | 5 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| Machine Learning on Graphs: A Model and Comprehensive Taxonomy | May 7, 2020 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 | 5 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| 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 |
| MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding | Jul 1, 2021 | 3D Object DetectionGraph 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 |
| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control | Feb 27, 2020 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 1 | 5 |
| MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications | Jul 1, 2023 | Graph Attentionimage-classification | CodeCode Available | 1 | 5 |
| Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation | Oct 8, 2021 | Graph AttentionRecommendation Systems | CodeCode Available | 1 | 5 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video | Mar 11, 2020 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| A Message Passing Perspective on Learning Dynamics of Contrastive Learning | Mar 8, 2023 | Contrastive LearningGraph Attention | CodeCode Available | 1 | 5 |
| GIPA: General Information Propagation Algorithm for Graph Learning | May 13, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces | Nov 27, 2021 | BenchmarkingGraph 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 |
| Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks | Mar 8, 2021 | Deep AttentionGraph Attention | CodeCode Available | 1 | 5 |
| Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement | Oct 22, 2023 | Combinatorial OptimizationDeep 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 |
| GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning | Nov 23, 2024 | AttributeCommunity Detection | CodeCode Available | 1 | 5 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | 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 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 | 5 |
| GRAF: Graph Attention-aware Fusion Networks | Mar 29, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 | 5 |
| Graph Attention-Based Symmetry Constraint Extraction for Analog Circuits | Dec 22, 2023 | Graph Attention | CodeCode Available | 1 | 5 |
| BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis | Apr 6, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment | Mar 1, 2021 | Entity AlignmentGraph Attention | CodeCode Available | 1 | 5 |
| Graph-based Deep Learning for Communication Networks: A Survey | Jun 4, 2021 | Deep LearningGraph Attention | CodeCode Available | 1 | 5 |
| Graph Attention Networks | Oct 30, 2017 | Document ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis | Dec 1, 2020 | Graph AttentionSentiment Analysis | CodeCode Available | 1 | 5 |
| Graph Attention Retrospective | Feb 26, 2022 | Graph AttentionNode Classification | CodeCode Available | 1 | 5 |
| Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks | Mar 18, 2020 | Graph AttentionNode Classification | 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 |
| SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein Degradation | Feb 26, 2025 | Blind DockingDecoder | CodeCode Available | 1 | 5 |
| Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms | Nov 26, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Scalable deeper graph neural networks for high-performance materials property prediction | Sep 25, 2021 | Band GapGraph Attention | CodeCode Available | 1 | 5 |
| What Makes Graph Neural Networks Miscalibrated? | Oct 12, 2022 | DiversityGraph Attention | CodeCode Available | 1 | 5 |
