| SI-GAT: A method based on improved Graph Attention Network for sonar image classification | Nov 28, 2022 | Graph Attentionimage-classification | —Unverified | 0 |
| Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding | Nov 28, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Learning Feynman Diagrams using Graph Neural Networks | Nov 25, 2022 | Graph Attention | CodeCode Available | 0 |
| MEGAN: Multi-Explanation Graph Attention Network | Nov 23, 2022 | Explainable artificial intelligenceGraph Attention | CodeCode Available | 1 |
| Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval | Nov 20, 2022 | Entity RetrievalGraph Attention | CodeCode Available | 0 |
| Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics | Nov 17, 2022 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels | Nov 16, 2022 | Fraud DetectionGraph Attention | —Unverified | 0 |
| Semantic Decomposition Improves Learning of Large Language Models on EHR Data | Nov 14, 2022 | Graph AttentionMedical Diagnosis | —Unverified | 0 |
| Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach | Nov 6, 2022 | Decision MakingGraph Attention | —Unverified | 0 |
| Fraudulent User Detection Via Behavior Information Aggregation Network (BIAN) On Large-Scale Financial Social Network | Nov 4, 2022 | AttributeFraud Detection | —Unverified | 0 |
| Exploring Explainability Methods for Graph Neural Networks | Nov 3, 2022 | Graph Attentionimage-classification | —Unverified | 0 |
| Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting | Oct 30, 2022 | feature selectionGraph Attention | CodeCode Available | 1 |
| Factor Investing with a Deep Multi-Factor Model | Oct 22, 2022 | Graph AttentionManagement | —Unverified | 0 |
| Causally-guided Regularization of Graph Attention Improves Generalizability | Oct 20, 2022 | Causal InferenceGraph Attention | —Unverified | 0 |
| 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 |
| Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition | Oct 19, 2022 | Graph Attentionnamed-entity-recognition | CodeCode Available | 0 |
| Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity | Oct 18, 2022 | Graph Attention | —Unverified | 0 |
| On Classification Thresholds for Graph Attention with Edge Features | Oct 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network | Oct 14, 2022 | DecoderGraph Attention | CodeCode Available | 1 |
| Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning | Oct 14, 2022 | AllGraph Attention | —Unverified | 0 |
| Shape Preserving Facial Landmarks with Graph Attention Networks | Oct 13, 2022 | Face AlignmentFacial Landmark Detection | CodeCode Available | 2 |
| What Makes Graph Neural Networks Miscalibrated? | Oct 12, 2022 | DiversityGraph Attention | CodeCode Available | 1 |
| DIGAT: Modeling News Recommendation with Dual-Graph Interaction | Oct 11, 2022 | Graph AttentionNews Recommendation | CodeCode Available | 1 |
| Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network | Oct 11, 2022 | Evidence SelectionGraph Attention | CodeCode Available | 0 |
| Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information | Oct 7, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Large-scale machine-learning-assisted exploration of the whole materials space | Oct 2, 2022 | Graph Attention | —Unverified | 0 |
| Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) | Oct 1, 2022 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| Event Detection with Dual Relational Graph Attention Networks | Oct 1, 2022 | Event DetectionGraph Attention | CodeCode Available | 0 |
| Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection | Oct 1, 2022 | Fake News DetectionGraph Attention | —Unverified | 0 |
| 基于关系图注意力网络和宽度学习的负面情绪识别方法(Negative Emotion Recognition Method Based on Rational Graph Attention Network and Broad Learning) | Oct 1, 2022 | Emotion RecognitionGraph Attention | —Unverified | 0 |
| STGIN: A Spatial Temporal Graph-Informer Network for Long Sequence Traffic Speed Forecasting | Oct 1, 2022 | Graph Attention | —Unverified | 0 |
| Efficient Graph based Recommender System with Weighted Averaging of Messages | Sep 30, 2022 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| Graph Attention Network for Camera Relocalization on Dynamic Scenes | Sep 29, 2022 | Camera RelocalizationGraph Attention | —Unverified | 0 |
| PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition | Sep 26, 2022 | Graph Attention | —Unverified | 0 |
| Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems | Sep 24, 2022 | Graph AttentionSelf-Supervised Learning | —Unverified | 0 |
| Cell Attention Networks | Sep 16, 2022 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites | Sep 15, 2022 | Graph Attention | —Unverified | 0 |
| Graph Neural Modeling of Network Flows | Sep 12, 2022 | Graph AttentionGraph Learning | —Unverified | 0 |
| Multimodal Graph Learning for Deepfake Detection | Sep 12, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling | Sep 9, 2022 | Graph AttentionIntent Detection | CodeCode Available | 0 |
| Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks | Sep 7, 2022 | Earth ObservationGraph Attention | —Unverified | 0 |
| Spiking GATs: Learning Graph Attentions via Spiking Neural Network | Sep 5, 2022 | Graph Attention | —Unverified | 0 |
| MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities | Aug 28, 2022 | Graph AttentionVulnerability Detection | CodeCode Available | 1 |
| Lifelong Learning for Neural powered Mixed Integer Programming | Aug 24, 2022 | Graph AttentionKnowledge Distillation | —Unverified | 0 |
| MemoNav: Selecting Informative Memories for Visual Navigation | Aug 20, 2022 | Action GenerationGraph Attention | —Unverified | 0 |
| Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition | Aug 19, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Spatial Temporal Graph Attention Network for Skeleton-Based Action Recognition | Aug 18, 2022 | Action RecognitionGraph Attention | CodeCode Available | 1 |
| Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation | Aug 13, 2022 | Domain AdaptationGraph Attention | —Unverified | 0 |
| Learning Point Processes using Recurrent Graph Network | Aug 11, 2022 | Graph AttentionPoint Processes | —Unverified | 0 |
| Analysis of the Spatio-temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory | Jul 28, 2022 | Graph AttentionNode Classification | —Unverified | 0 |