| 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 |
| Person Re-Identification Using Heterogeneous Local Graph Attention Networks | Jun 19, 2021 | Graph AttentionPerson Re-Identification | —Unverified | 0 |
| Psycholinguistic Tripartite Graph Network for Personality Detection | Jun 9, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs | Jun 7, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Learning Combinatorial Node Labeling Algorithms | Jun 7, 2021 | BIG-bench Machine LearningGraph Attention | —Unverified | 0 |
| Learning to Select Question-Relevant Relations for Visual Question Answering | Jun 1, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| Spatio-Contextual Deep Network Based Multimodal Pedestrian Detection For Autonomous Driving | May 26, 2021 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| A Comprehensive Survey on Community Detection with Deep Learning | May 26, 2021 | ClusteringCommunity Detection | —Unverified | 0 |
| GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition | May 25, 2021 | Action RecognitionClassification | —Unverified | 0 |
| Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication | May 22, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games | May 21, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| GNNIE: GNN Inference Engine with Load-balancing and Graph-Specific Caching | May 21, 2021 | CPUGPU | —Unverified | 0 |
| Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View | May 18, 2021 | Graph AttentionNetwork Embedding | —Unverified | 0 |
| Consistent Multiple Graph Embedding for Multi-View Clustering | May 11, 2021 | ClusteringGraph Attention | —Unverified | 0 |
| Graph Attention Networks with Positional Embeddings | May 9, 2021 | Graph AttentionNode Classification | —Unverified | 0 |
| Graph-based Multilingual Product Retrieval in E-commerce Search | May 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning | May 2, 2021 | Graph AttentionInductive Learning | —Unverified | 0 |
| Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction | Apr 25, 2021 | Graph AttentionRelation | —Unverified | 0 |
| Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions | Apr 15, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Graph Attention Networks for Anti-Spoofing | Apr 8, 2021 | Graph AttentionSpeaker Verification | —Unverified | 0 |
| Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications | Apr 1, 2021 | Graph Attention | —Unverified | 0 |
| Multi-modal Trajectory Prediction for Autonomous Driving with Semantic Map and Dynamic Graph Attention Network | Mar 30, 2021 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| DeepWORD: A GCN-based Approach for Owner-Member Relationship Detection in Autonomous Driving | Mar 30, 2021 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Contextual Scene Augmentation and Synthesis via GSACNet | Mar 29, 2021 | Data AugmentationGraph Attention | —Unverified | 0 |
| Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification | Mar 27, 2021 | DiversityEnsemble Learning | —Unverified | 0 |
| Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation | Mar 26, 2021 | Graph AttentionSemantic Segmentation | —Unverified | 0 |