| Pixel Adapter: A Graph-Based Post-Processing Approach for Scene Text Image Super-Resolution | Sep 16, 2023 | Graph AttentionImage Super-Resolution | CodeCode Available | 1 |
| Learning Structure-from-Motion with Graph Attention Networks | Aug 30, 2023 | Graph AttentionPose Estimation | CodeCode Available | 1 |
| Learning on Graphs with Out-of-Distribution Nodes | Aug 13, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| D2S: Representing sparse descriptors and 3D coordinates for camera relocalization | Jul 28, 2023 | Camera RelocalizationGraph Attention | CodeCode Available | 1 |
| When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks | Jul 26, 2023 | Graph AttentionTraffic Prediction | CodeCode Available | 1 |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment | Jul 24, 2023 | Functional ConnectivityGraph Attention | CodeCode Available | 1 |
| GlobalMapper: Arbitrary-Shaped Urban Layout Generation | Jul 19, 2023 | Graph AttentionLayout Generation | CodeCode Available | 1 |
| MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications | Jul 1, 2023 | Graph Attentionimage-classification | CodeCode Available | 1 |
| Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection | Jul 1, 2023 | 3D Object DetectionGraph Attention | CodeCode Available | 1 |
| Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation | Jun 28, 2023 | ChatbotDialogue Generation | CodeCode Available | 1 |
| Towards Deep Attention in Graph Neural Networks: Problems and Remedies | Jun 4, 2023 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| NAP: Neural 3D Articulation Prior | May 25, 2023 | 3D GenerationDenoising | CodeCode Available | 1 |
| Fisher Information Embedding for Node and Graph Learning | May 12, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks | Apr 23, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning | Apr 23, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 |
| Graph Neural Network-Based Anomaly Detection for River Network Systems | Apr 19, 2023 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| GRAF: Graph Attention-aware Fusion Networks | Mar 29, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection | Mar 29, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Quadratic Graph Attention Network (Q-GAT) for Robust Construction of Gene Regulatory Networks | Mar 24, 2023 | Graph Attention | CodeCode Available | 1 |
| Spacecraft Anomaly Detection with Attention Temporal Convolution Network | Mar 13, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| A Message Passing Perspective on Learning Dynamics of Contrastive Learning | Mar 8, 2023 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | CodeCode Available | 1 |
| VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation | Jan 1, 2023 | Graph AttentionSegmentation | CodeCode Available | 1 |
| WaterMask: Instance Segmentation for Underwater Imagery | Jan 1, 2023 | 2D Object DetectionGraph Attention | CodeCode Available | 1 |
| Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment | Dec 6, 2022 | Causal Emotion EntailmentGraph Attention | CodeCode Available | 1 |
| MEGAN: Multi-Explanation Graph Attention Network | Nov 23, 2022 | Explainable artificial intelligenceGraph Attention | CodeCode Available | 1 |
| Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics | Nov 17, 2022 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting | Oct 30, 2022 | feature selectionGraph Attention | CodeCode Available | 1 |
| Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs | Oct 19, 2022 | Graph AttentionIntent Detection | CodeCode Available | 1 |
| Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network | Oct 14, 2022 | DecoderGraph Attention | CodeCode Available | 1 |
| What Makes Graph Neural Networks Miscalibrated? | Oct 12, 2022 | DiversityGraph Attention | CodeCode Available | 1 |
| DIGAT: Modeling News Recommendation with Dual-Graph Interaction | Oct 11, 2022 | Graph AttentionNews Recommendation | CodeCode Available | 1 |
| MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities | Aug 28, 2022 | Graph AttentionVulnerability Detection | CodeCode Available | 1 |
| Spatial Temporal Graph Attention Network for Skeleton-Based Action Recognition | Aug 18, 2022 | Action RecognitionGraph Attention | CodeCode Available | 1 |
| 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 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jul 1, 2022 | Graph AttentionMisinformation | CodeCode Available | 1 |
| Image Aesthetics Assessment Using Graph Attention Network | Jun 26, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Graph Attention Multi-Layer Perceptron | Jun 9, 2022 | Graph AttentionNode Property Prediction | CodeCode Available | 1 |
| Entity Resolution with Hierarchical Graph Attention Networks | Jun 1, 2022 | AttributeEntity Resolution | CodeCode Available | 1 |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks | May 20, 2022 | ClusteringGraph Attention | CodeCode Available | 1 |
| 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 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention | Apr 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Graph neural networks and attention-based CNN-LSTM for protein classification | Apr 20, 2022 | ClassificationGraph Attention | 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 |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Apr 13, 2022 | Data-to-Text GenerationGraph Attention | CodeCode Available | 1 |
| How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision | Apr 11, 2022 | Graph Attention | CodeCode Available | 1 |
