| 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 |