| Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution | Mar 29, 2023 | Graph AttentionSports Analytics | —Unverified | 0 |
| LMExplainer: Grounding Knowledge and Explaining Language Models | Mar 29, 2023 | Decision MakingGraph Attention | —Unverified | 0 |
| Knowledge Enhanced Graph Neural Networks for Graph Completion | Mar 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| FairGAT: Fairness-aware Graph Attention Networks | Mar 26, 2023 | FairnessGraph Attention | —Unverified | 0 |
| Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) | Mar 25, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Quadratic Graph Attention Network (Q-GAT) for Robust Construction of Gene Regulatory Networks | Mar 24, 2023 | Graph Attention | CodeCode Available | 1 |
| GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute | Mar 24, 2023 | AttributeGPU | CodeCode Available | 0 |
| The Graph feature fusion technique for speaker recognition based on wav2vec2.0 framework | Mar 19, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| STGIC: a graph and image convolution-based method for spatial transcriptomic clustering | Mar 19, 2023 | ClusteringContrastive Learning | —Unverified | 0 |
| Energy-Efficient Cellular-Connected UAV Swarm Control Optimization | Mar 18, 2023 | Graph Attention | —Unverified | 0 |
| Spacecraft Anomaly Detection with Attention Temporal Convolution Network | Mar 13, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| LUKE-Graph: A Transformer-based Approach with Gated Relational Graph Attention for Cloze-style Reading Comprehension | Mar 12, 2023 | Common Sense ReasoningGraph Attention | —Unverified | 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 |
| A Message Passing Perspective on Learning Dynamics of Contrastive Learning | Mar 8, 2023 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| DEDGAT: Dual Embedding of Directed Graph Attention Networks for Detecting Financial Risk | Mar 6, 2023 | Graph Attention | —Unverified | 0 |
| Diffusing Graph Attention | Mar 1, 2023 | Graph AttentionGraph Classification | —Unverified | 0 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | CodeCode Available | 1 |
| SPINDLE: Spinning Raw Text into Lambda Terms with Graph Attention | Feb 23, 2023 | Graph Attention | CodeCode Available | 0 |
| 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 |
| WaterMask: Instance Segmentation for Underwater Imagery | Jan 1, 2023 | 2D Object DetectionGraph Attention | CodeCode Available | 1 |
| Robust 3D Shape Classification via Non-Local Graph Attention Network | Jan 1, 2023 | 3D Shape ClassificationClassification | —Unverified | 0 |
| VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation | Jan 1, 2023 | Graph AttentionSegmentation | CodeCode Available | 1 |
| 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 |
| Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment | Dec 6, 2022 | Causal Emotion EntailmentGraph Attention | CodeCode Available | 1 |
| Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs | Dec 6, 2022 | Graph Attentionobject-detection | —Unverified | 0 |
| Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |