| KnowAugNet: Multi-Source Medical Knowledge Augmented Medication Prediction Network with Multi-Level Graph Contrastive Learning | Apr 25, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| M2N: Mesh Movement Networks for PDE Solvers | Apr 24, 2022 | Graph Attention | CodeCode Available | 0 |
| G2GT: Retrosynthesis Prediction with Graph to Graph Attention Neural Network and Self-Training | Apr 19, 2022 | Data AugmentationDecoder | CodeCode Available | 0 |
| Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network | Apr 15, 2022 | DiversityGraph Attention | —Unverified | 0 |
| Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification | Apr 12, 2022 | Graph AttentionHyperspectral Image Classification | —Unverified | 0 |
| MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection | Apr 4, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Question-Driven Graph Fusion Network For Visual Question Answering | Apr 3, 2022 | Graph AttentionObject | —Unverified | 0 |
| Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches | Mar 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Graph Representation Learning for Popularity Prediction Problem: A Survey | Mar 15, 2022 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems | Mar 12, 2022 | Graph Attentionreinforcement-learning | —Unverified | 0 |
| PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling | Mar 11, 2022 | Graph AttentionInductive Learning | —Unverified | 0 |
| Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning | Mar 8, 2022 | ClusteringGraph Attention | —Unverified | 0 |
| Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks | Mar 8, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering | Mar 6, 2022 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
| Detecting Offensive Language on Social Networks: An End-to-end Detection Method based on Graph Attention Networks | Mar 4, 2022 | Graph Attention | —Unverified | 0 |
| Spatial-Temporal Attention Fusion Network for short-term passenger flow prediction on holidays in urban rail transit systems | Feb 27, 2022 | Graph AttentionManagement | —Unverified | 0 |
| DAGAM: A Domain Adversarial Graph Attention Model for Subject Independent EEG-Based Emotion Recognition | Feb 27, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Path-Aware Graph Attention for HD Maps in Motion Prediction | Feb 23, 2022 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Equivariant Graph Attention Networks for Molecular Property Prediction | Feb 20, 2022 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling Approach | Feb 20, 2022 | Graph AttentionScheduling | —Unverified | 0 |
| Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT) | Feb 18, 2022 | DiversityGraph Attention | —Unverified | 0 |
| Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks | Feb 16, 2022 | Explainable RecommendationGraph Attention | —Unverified | 0 |
| Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle | Feb 15, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Hyper-relationship Learning Network for Scene Graph Generation | Feb 15, 2022 | Graph AttentionGraph Generation | —Unverified | 0 |
| Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network | Feb 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network | Feb 5, 2022 | C++ codeGraph Attention | —Unverified | 0 |
| WebFormer: The Web-page Transformer for Structure Information Extraction | Feb 1, 2022 | Deep Attentiondocument understanding | —Unverified | 0 |
| Detecting Owner-member Relationship with Graph Convolution Network in Fisheye Camera System | Jan 28, 2022 | Graph Attention | CodeCode Available | 0 |
| Density-Aware Hyper-Graph Neural Networks for Graph-based Semi-supervised Node Classification | Jan 27, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network | Jan 25, 2022 | ArticlesBias Detection | —Unverified | 0 |
| GASCN: Graph Attention Shape Completion Network | Jan 20, 2022 | Graph Attention | —Unverified | 0 |
| Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer | Jan 16, 2022 | Graph AttentionMeta-Learning | —Unverified | 0 |
| Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites | Jan 16, 2022 | Graph Attention | —Unverified | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning | Jan 16, 2022 | Data AugmentationGraph Attention | —Unverified | 0 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jan 16, 2022 | Graph AttentionMisinformation | —Unverified | 0 |
| Inherently Explainable Reinforcement Learning in Natural Language | Jan 16, 2022 | Graph Attentionreinforcement-learning | —Unverified | 0 |
| Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses | Jan 10, 2022 | Graph AttentionPhysical Intuition | —Unverified | 0 |
| Neuroplastic graph attention networks for nuclei segmentation in histopathology images | Jan 10, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Frame Shift Prediction | Jan 5, 2022 | Graph AttentionPrediction | —Unverified | 0 |
| Semi-Supervised Graph Attention Networks for Event Representation Learning | Jan 2, 2022 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| A Graph Attention Learning Approach to Antenna Tilt Optimization | Dec 27, 2021 | Graph AttentionQ-Learning | —Unverified | 0 |
| A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network | Dec 23, 2021 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting | Dec 21, 2021 | Graph Attention | —Unverified | 0 |
| Distillation of Human-Object Interaction Contexts for Action Recognition | Dec 17, 2021 | Action RecognitionGraph Attention | —Unverified | 0 |
| Inherently Explainable Reinforcement Learning in Natural Language | Dec 16, 2021 | Graph Attentionreinforcement-learning | CodeCode Available | 0 |
| Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules | Dec 16, 2021 | Entity EmbeddingsGraph Attention | —Unverified | 0 |
| Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning | Dec 16, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Pretrained Cost Model for Distributed Constraint Optimization Problems | Dec 8, 2021 | Combinatorial OptimizationGraph Attention | CodeCode Available | 0 |
| GKS: Graph-based Knowledge Selector for Task-oriented Dialog System | Dec 7, 2021 | Decision MakingGraph Attention | —Unverified | 0 |