| Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks | Mar 22, 2024 | BlockingGraph Attention | —Unverified | 0 |
| MOGAM: A Multimodal Object-oriented Graph Attention Model for Depression Detection | Mar 21, 2024 | Depression DetectionGraph Attention | —Unverified | 0 |
| SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention | Mar 21, 2024 | GPUGraph Attention | CodeCode Available | 0 |
| Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Mar 18, 2024 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Leveraging Neural Radiance Field in Descriptor Synthesis for Keypoints Scene Coordinate Regression | Mar 15, 2024 | Graph AttentionImage Retrieval | CodeCode Available | 1 |
| Triple GNNs: Introducing Syntactic and Semantic Information for Conversational Aspect-Based Quadruple Sentiment Analysis | Mar 15, 2024 | Aspect-Based Sentiment AnalysisGraph Attention | CodeCode Available | 1 |
| Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 0 |
| SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph | Mar 14, 2024 | Graph AttentionObject | —Unverified | 0 |
| scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation | Mar 13, 2024 | Graph AttentionImputation | CodeCode Available | 0 |
| SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention | Mar 13, 2024 | 3D visual groundingcross-modal alignment | CodeCode Available | 0 |
| Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data | Mar 11, 2024 | Graph AttentionGraph Regression | —Unverified | 0 |
| TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts | Mar 5, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 2 |
| RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space | Mar 4, 2024 | Graph AttentionLink Prediction | —Unverified | 0 |
| 3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario | Mar 4, 2024 | 3D Hand Pose EstimationGraph Attention | —Unverified | 0 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Representation Learning on Heterophilic Graph with Directional Neighborhood Attention | Mar 3, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation | Mar 2, 2024 | Age EstimationDisentanglement | —Unverified | 0 |
| Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits | Mar 2, 2024 | Graph Attention | CodeCode Available | 1 |
| FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis | Mar 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Spatial Craving Patterns in Marijuana Users: Insights from fMRI Brain Connectivity Analysis with High-Order Graph Attention Neural Networks | Feb 29, 2024 | Graph Attention | —Unverified | 0 |
| MemoNav: Working Memory Model for Visual Navigation | Feb 29, 2024 | Decision MakingGraph Attention | CodeCode Available | 1 |
| HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention | Feb 28, 2024 | ClassificationGraph Attention | CodeCode Available | 0 |
| Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph | Feb 28, 2024 | AllGraph Attention | CodeCode Available | 0 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Feb 27, 2024 | Graph AttentionJob Shop Scheduling | CodeCode Available | 1 |