| Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection | Jul 1, 2023 | 3D Object DetectionGraph Attention | CodeCode Available | 1 |
| MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications | Jul 1, 2023 | Graph Attentionimage-classification | CodeCode Available | 1 |
| Sequential Attention Source Identification Based on Feature Representation | Jun 28, 2023 | DecoderGraph Attention | —Unverified | 0 |
| Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation | Jun 28, 2023 | ChatbotDialogue Generation | CodeCode Available | 1 |
| Higher-order Graph Attention Network for Stock Selection with Joint Analysis | Jun 27, 2023 | Graph AttentionRelation | —Unverified | 0 |
| SENSEi: Input-Sensitive Compilation for Accelerating GNNs | Jun 27, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers | Jun 23, 2023 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Task-Driven Graph Attention for Hierarchical Relational Object Navigation | Jun 23, 2023 | Graph AttentionNavigate | —Unverified | 0 |
| Prediction of Annual Snow Accumulation Using a Recurrent Graph Convolutional Approach | Jun 22, 2023 | Graph Attention | —Unverified | 0 |
| Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method | Jun 20, 2023 | AttributeClustering | —Unverified | 0 |
| Explainable and Position-Aware Learning in Digital Pathology | Jun 14, 2023 | Graph AttentionGraph Classification | —Unverified | 0 |
| NFTs to MARS: Multi-Attention Recommender System for NFTs | Jun 13, 2023 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| Inferring dynamic regulatory interaction graphs from time series data with perturbations | Jun 13, 2023 | Causal InferenceGraph Attention | —Unverified | 0 |
| Coupled Attention Networks for Multivariate Time Series Anomaly Detection | Jun 12, 2023 | Anomaly DetectionDecoder | —Unverified | 0 |
| Origin-Destination Network Generation via Gravity-Guided GAN | Jun 6, 2023 | Graph AttentionManagement | —Unverified | 0 |
| Towards Deep Attention in Graph Neural Networks: Problems and Remedies | Jun 4, 2023 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| JGAT: a joint spatio-temporal graph attention model for brain decoding | Jun 3, 2023 | Brain DecodingFunctional Connectivity | CodeCode Available | 0 |
| GAT-GAN : A Graph-Attention-based Time-Series Generative Adversarial Network | Jun 3, 2023 | Generative Adversarial NetworkGraph Attention | —Unverified | 0 |
| HetReGAT-FC: heterogeneous residual graph attention network via feature completion | Jun 1, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Semantic tradeoff for heterogeneous graph embedding | Jun 1, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| 4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks | Jun 1, 2023 | Edge-computingGraph Attention | —Unverified | 0 |
| TOFG: A Unified and Fine-Grained Environment Representation in Autonomous Driving | May 31, 2023 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design | May 30, 2023 | Graph Attention | —Unverified | 0 |
| Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution | May 29, 2023 | DiagnosticGraph Attention | —Unverified | 0 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 |
| Demystifying Oversmoothing in Attention-Based Graph Neural Networks | May 25, 2023 | Graph Attention | —Unverified | 0 |
| NAP: Neural 3D Articulation Prior | May 25, 2023 | 3D GenerationDenoising | CodeCode Available | 1 |
| Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications | May 25, 2023 | Graph Attention | CodeCode Available | 0 |
| RE^2: Region-Aware Relation Extraction from Visually Rich Documents | May 24, 2023 | Graph AttentionRelation | CodeCode Available | 0 |
| GATology for Linguistics: What Syntactic Dependencies It Knows | May 22, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Syntactic Knowledge via Graph Attention with BERT in Machine Translation | May 22, 2023 | Graph AttentionMachine Translation | —Unverified | 0 |
| Distributed Learning over Networks with Graph-Attention-Based Personalization | May 22, 2023 | Graph Attention | CodeCode Available | 0 |
| Enhancing Short-Term Wind Speed Forecasting using Graph Attention and Frequency-Enhanced Mechanisms | May 19, 2023 | Graph Attention | —Unverified | 0 |
| Fisher Information Embedding for Node and Graph Learning | May 12, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks | May 10, 2023 | Deep LearningGraph Attention | —Unverified | 0 |
| CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation | May 10, 2023 | Dialogue GenerationGraph Attention | CodeCode Available | 0 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Attention Based Feature Fusion For Multi-Agent Collaborative Perception | May 3, 2023 | Graph AttentionObject | —Unverified | 0 |
| Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention | Apr 25, 2023 | Graph AttentionMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition | Apr 24, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| 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 |
| Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks | Apr 23, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| Gradient Derivation for Learnable Parameters in Graph Attention Networks | Apr 21, 2023 | Graph Attention | —Unverified | 0 |
| TC-GAT: Graph Attention Network for Temporal Causality Discovery | Apr 21, 2023 | Graph Attention | —Unverified | 0 |
| Graph Neural Network-Based Anomaly Detection for River Network Systems | Apr 19, 2023 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| Investigating Graph Structure Information for Entity Alignment with Dangling Cases | Apr 10, 2023 | Contrastive LearningEntity Alignment | —Unverified | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| LMExplainer: Grounding Knowledge and Explaining Language Models | Mar 29, 2023 | Decision MakingGraph Attention | —Unverified | 0 |
| GRAF: Graph Attention-aware Fusion Networks | Mar 29, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |