| Event Extraction by Associating Event Types and Argument Roles | Aug 23, 2021 | Event ExtractionGraph Attention | —Unverified | 0 |
| Computing Steiner Trees using Graph Neural Networks | Aug 18, 2021 | Graph AttentionGraph Generation | —Unverified | 0 |
| Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic | Aug 18, 2021 | Graph Attention | CodeCode Available | 0 |
| Multistream Graph Attention Networks for Wind Speed Forecasting | Aug 16, 2021 | Graph AttentionManagement | CodeCode Available | 0 |
| DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks | Aug 11, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution | Aug 7, 2021 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Graph Attention Network For Microwave Imaging of Brain Anomaly | Aug 4, 2021 | Anomaly LocalizationGraph Attention | —Unverified | 0 |
| Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer | Aug 1, 2021 | Dialogue GenerationGraph Attention | CodeCode Available | 0 |
| Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations | Aug 1, 2021 | Graph AttentionReinforcement Learning (RL) | —Unverified | 0 |
| Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders | Aug 1, 2021 | Graph Attention | —Unverified | 0 |
| ECNU\_ICA\_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning | Aug 1, 2021 | Graph AttentionReading Comprehension | —Unverified | 0 |
| Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation | Aug 1, 2021 | Abstract Meaning RepresentationEvent Extraction | —Unverified | 0 |
| Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction | Jul 31, 2021 | Graph AttentionPrediction | CodeCode Available | 0 |
| U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction | Jul 29, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Packet Routing with Graph Attention Multi-agent Reinforcement Learning | Jul 28, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Shape Controllable Virtual Try-on for Underwear Models | Jul 28, 2021 | Graph AttentionVirtual Try-on | —Unverified | 0 |
| Boosting Entity-aware Image Captioning with Multi-modal Knowledge Graph | Jul 26, 2021 | Graph AttentionImage Captioning | —Unverified | 0 |
| Graph Representation Learning for Road Type Classification | Jul 16, 2021 | ClassificationDescriptive | CodeCode Available | 0 |
| PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention | Jul 10, 2021 | Graph AttentionLink Prediction | —Unverified | 0 |
| ClueReader: Heterogeneous Graph Attention Network for Multi-hop Machine Reading Comprehension | Jul 2, 2021 | Graph AttentionMachine Reading Comprehension | —Unverified | 0 |
| Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning | Jun 30, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| Context-aware Heterogeneous Graph Attention Network for User Behavior Prediction in Local Consumer Service Platform | Jun 24, 2021 | Graph Attention | —Unverified | 0 |
| GraphConfRec: A Graph Neural Network-Based Conference Recommender System | Jun 23, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Customizing Graph Neural Networks using Path Reweighting | Jun 21, 2021 | Data AugmentationGraph Attention | CodeCode Available | 0 |
| NetTraj: A Network-based Vehicle Trajectory Prediction Model with Directional Representation and Spatiotemporal Attention Mechanisms | Jun 21, 2021 | DecoderGraph Attention | —Unverified | 0 |