| Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting | Feb 17, 2023 | Federated LearningGraph Attention | —Unverified | 0 |
| Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility | Feb 14, 2023 | Decision MakingDecoder | —Unverified | 0 |
| A Comprehensive Survey on Graph Summarization with Graph Neural Networks | Feb 13, 2023 | Graph AttentionSurvey | —Unverified | 0 |
| Multi-class Brain Tumor Segmentation using Graph Attention Network | Feb 11, 2023 | Brain Tumor SegmentationBraTS2021 | —Unverified | 0 |
| Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) | Feb 8, 2023 | DecoderGraph Attention | —Unverified | 0 |
| Heterophily-Aware Graph Attention Network | Feb 7, 2023 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| JPEG Steganalysis Based on Steganographic Feature Enhancement and Graph Attention Learning | Feb 5, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning | Feb 3, 2023 | Combinatorial OptimizationContrastive Learning | —Unverified | 0 |
| Open-Set Multi-Source Multi-Target Domain Adaptation | Feb 2, 2023 | Domain AdaptationGraph Attention | —Unverified | 0 |
| For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network | Feb 1, 2023 | Gender PredictionGraph Attention | CodeCode Available | 0 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 |
| Graph Attention with Hierarchies for Multi-hop Question Answering | Jan 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Gated-ViGAT: Efficient Bottom-Up Event Recognition and Explanation Using a New Frame Selection Policy and Gating Mechanism | Jan 18, 2023 | Graph Attention | CodeCode Available | 0 |
| Adaptive Depth Graph Attention Networks | Jan 16, 2023 | Graph AttentionGraph Mining | —Unverified | 0 |
| Sequential Graph Attention Learning for Predicting Dynamic Stock Trends (Student Abstract) | Jan 15, 2023 | Graph Attention | —Unverified | 0 |
| Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation | Jan 10, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings | Jan 7, 2023 | Graph Attention | —Unverified | 0 |
| GUAP: Graph Universal Attack Through Adversarial Patching | Jan 4, 2023 | Graph AttentionNode Classification | —Unverified | 0 |
| Machine Learning Approach to Polymerization Reaction Engineering: Determining Monomers Reactivity Ratios | Jan 3, 2023 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| Visual Traffic Knowledge Graph Generation from Scene Images | Jan 1, 2023 | Graph AttentionGraph Generation | —Unverified | 0 |
| Robust 3D Shape Classification via Non-Local Graph Attention Network | Jan 1, 2023 | 3D Shape ClassificationClassification | —Unverified | 0 |
| Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches | Dec 20, 2022 | Graph Attention | CodeCode Available | 0 |
| Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning | Dec 14, 2022 | Graph AttentionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges | Dec 11, 2022 | Graph AttentionGraph Classification | —Unverified | 0 |
| ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation | Dec 9, 2022 | Graph AttentionGraph Learning | —Unverified | 0 |
| Face Forgery Detection Based on Facial Region Displacement Trajectory Series | Dec 7, 2022 | Graph Attention | —Unverified | 0 |
| An open unified deep graph learning framework for discovering drug leads | Dec 6, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs | Dec 6, 2022 | Graph Attentionobject-detection | —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 |
| SI-GAT: A method based on improved Graph Attention Network for sonar image classification | Nov 28, 2022 | Graph Attentionimage-classification | —Unverified | 0 |
| Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning Feynman Diagrams using Graph Neural Networks | Nov 25, 2022 | Graph Attention | CodeCode Available | 0 |
| Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval | Nov 20, 2022 | Entity RetrievalGraph Attention | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning | Oct 14, 2022 | AllGraph Attention | —Unverified | 0 |
| 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 |
| STGIN: A Spatial Temporal Graph-Informer Network for Long Sequence Traffic Speed Forecasting | Oct 1, 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 |