| Using Graph Neural Networks for Program Termination | Jul 28, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection | Jul 25, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| SGAT: Simplicial Graph Attention Network | Jul 24, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| ViGAT: Bottom-up event recognition and explanation in video using factorized graph attention network | Jul 20, 2022 | Graph Attention | CodeCode Available | 0 |
| Distance-Geometric Graph Attention Network (DG-GAT) for 3D Molecular Geometry | Jul 16, 2022 | Deep LearningGraph Attention | —Unverified | 0 |
| DDI Prediction via Heterogeneous Graph Attention Networks | Jul 12, 2022 | DecoderGraph Attention | —Unverified | 0 |
| FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR | Jul 11, 2022 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation | Jul 4, 2022 | AttributeDecoder | —Unverified | 0 |
| Cybersecurity Entity Alignment via Masked Graph Attention Networks | Jul 4, 2022 | Entity AlignmentGraph Attention | —Unverified | 0 |
| MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network | Jul 1, 2022 | Graph AttentionGraph Representation Learning | CodeCode Available | 0 |
| D2GCLF: Document-to-Graph Classifier for Legal Document Classification | Jul 1, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization | Jul 1, 2022 | Event DetectionGraph Attention | —Unverified | 0 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jul 1, 2022 | Graph AttentionMisinformation | CodeCode Available | 1 |
| Dynamic Community Detection via Adversarial Temporal Graph Representation Learning | Jun 29, 2022 | Community DetectionDynamic Community Detection | —Unverified | 0 |
| Image Aesthetics Assessment Using Graph Attention Network | Jun 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs | Jun 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 2 |
| Medical Dialogue Response Generation with Pivotal Information Recalling | Jun 17, 2022 | Dialogue GenerationGraph Attention | —Unverified | 0 |
| Learning Dense Features for Point Cloud Registration Using a Graph Attention Network | Jun 14, 2022 | GPUGraph Attention | —Unverified | 0 |
| Parameter Convex Neural Networks | Jun 11, 2022 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| Multi-faceted Graph Attention Network for Radar Target Recognition in Heterogeneous Radar Network | Jun 10, 2022 | Graph Attention | —Unverified | 0 |
| Graph Attention Multi-Layer Perceptron | Jun 9, 2022 | Graph AttentionNode Property Prediction | CodeCode Available | 1 |
| Detecting Anomalous Cryptocurrency Transactions: an AML/CFT Application of Machine Learning-based Forensics | Jun 7, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting | Jun 7, 2022 | Graph AttentionTime Series | —Unverified | 0 |
| A Bird's-Eye Tutorial of Graph Attention Architectures | Jun 6, 2022 | Graph AttentionGraph Mining | —Unverified | 0 |
| Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection | Jun 6, 2022 | Domain AdaptationGraph Attention | —Unverified | 0 |
| Entity Resolution with Hierarchical Graph Attention Networks | Jun 1, 2022 | AttributeEntity Resolution | CodeCode Available | 1 |
| Detecting fake news by enhanced text representation with multi-EDU-structure awareness | May 30, 2022 | Fake News DetectionGraph Attention | —Unverified | 0 |
| Mean Field inference of CRFs based on GAT | May 29, 2022 | Graph AttentionSemantic Segmentation | —Unverified | 0 |
| Personalized PageRank Graph Attention Networks | May 27, 2022 | Graph AttentionRepresentation Learning | CodeCode Available | 0 |
| Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier | May 27, 2022 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array | May 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls | May 25, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| OnePose: One-Shot Object Pose Estimation without CAD Models | May 24, 2022 | 6D Pose EstimationGraph Attention | CodeCode Available | 2 |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification | May 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages | May 13, 2022 | Graph AttentionLanguage Modeling | CodeCode Available | 1 |
| Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning | May 8, 2022 | Data AugmentationData-to-Text Generation | CodeCode Available | 1 |
| End2End Multi-View Feature Matching with Differentiable Pose Optimization | May 3, 2022 | Camera Pose EstimationGraph Attention | —Unverified | 0 |
| Attention-wise masked graph contrastive learning for predicting molecular property | May 2, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking | May 1, 2022 | Fact CheckingGraph Attention | —Unverified | 0 |
| GTNet: A Tree-Based Deep Graph Learning Architecture | Apr 27, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| 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 |
| Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention | Apr 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network | Apr 20, 2022 | Graph Attention | CodeCode Available | 1 |
| Graph neural networks and attention-based CNN-LSTM for protein classification | Apr 20, 2022 | ClassificationGraph Attention | CodeCode Available | 1 |
| 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 |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Apr 13, 2022 | Data-to-Text GenerationGraph Attention | CodeCode Available | 1 |