| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 |
| Scaling Graph Convolutions for Mobile Vision | Jun 9, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | May 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| Hierarchical Attention Models for Multi-Relational Graphs | Apr 14, 2024 | Graph AttentionLink Prediction | CodeCode Available | 1 |
| RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks | Mar 25, 2024 | Graph Attention | CodeCode Available | 1 |
| 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 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits | Mar 2, 2024 | Graph Attention | CodeCode Available | 1 |
| MemoNav: Working Memory Model for Visual Navigation | Feb 29, 2024 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Feb 27, 2024 | Graph AttentionJob Shop Scheduling | CodeCode Available | 1 |
| Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs | Feb 26, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 1 |
| Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting | Jan 15, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning | Jan 5, 2024 | Graph Attention | CodeCode Available | 1 |
| Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification | Jan 4, 2024 | Cloth-Changing Person Re-IdentificationContrastive Learning | CodeCode Available | 1 |
| Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images | Jan 1, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Graph Attention-Based Symmetry Constraint Extraction for Analog Circuits | Dec 22, 2023 | Graph Attention | CodeCode Available | 1 |
| CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs | Dec 18, 2023 | Graph AttentionInformation Retrieval | CodeCode Available | 1 |
| XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs | Nov 15, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| Explainable Spatio-Temporal Graph Neural Networks | Oct 26, 2023 | Crime PredictionDecoder | CodeCode Available | 1 |
| Spatio-Temporal Meta Contrastive Learning | Oct 26, 2023 | Contrastive LearningCrime Prediction | CodeCode Available | 1 |
| Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement | Oct 22, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| On Statistical Learning of Branch and Bound for Vehicle Routing Optimization | Oct 15, 2023 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Tailoring Self-Attention for Graph via Rooted Subtrees | Oct 8, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection | Oct 6, 2023 | Fraud DetectionGraph Attention | CodeCode Available | 1 |
