| GSINA: Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention | Feb 11, 2024 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions | Feb 10, 2024 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Large Language Model Meets Graph Neural Network in Knowledge Distillation | Feb 8, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Graph convolutional network as a fast statistical emulator for numerical ice sheet modeling | Feb 7, 2024 | GPUGraph Attention | —Unverified | 0 |
| Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation | Feb 7, 2024 | Graph AttentionSegmentation | —Unverified | 0 |
| Attention-based Shape and Gait Representations Learning for Video-based Cloth-Changing Person Re-Identification | Feb 6, 2024 | Cloth-Changing Person Re-IdentificationGraph Attention | —Unverified | 0 |
| Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding | Feb 6, 2024 | Graph AttentionSpoken Language Understanding | CodeCode Available | 0 |
| Key-Graph Transformer for Image Restoration | Feb 4, 2024 | Graph AttentionImage Restoration | —Unverified | 0 |
| Graph Attention-based Reinforcement Learning for Trajectory Design and Resource Assignment in Multi-UAV Assisted Communication | Jan 31, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs | Jan 31, 2024 | Graph AttentionKnowledge Graphs | CodeCode Available | 0 |
| Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection | Jan 25, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Memory-Efficient Prompt Tuning for Incremental Histopathology Classification | Jan 22, 2024 | ClassificationGraph Attention | —Unverified | 0 |
| Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning | Jan 19, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion Framework | Jan 18, 2024 | 3D Human Pose EstimationGraph Attention | CodeCode Available | 0 |
| SpotV2Net: Multivariate Intraday Spot Volatility Forecasting via Vol-of-Vol-Informed Graph Attention Networks | Jan 11, 2024 | Graph Attention | —Unverified | 0 |
| A Deep Learning Representation of Spatial Interaction Model for Resilient Spatial Planning of Community Business Clusters | Jan 9, 2024 | Graph Attention | —Unverified | 0 |
| FSscore: A Machine Learning-based Synthetic Feasibility Score Leveraging Human Expertise | Dec 20, 2023 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction | Dec 19, 2023 | Collision AvoidanceDenoising | —Unverified | 0 |
| Blood Glucose Level Prediction: A Graph-based Explainable Method with Federated Learning | Dec 19, 2023 | AttributeFederated Learning | —Unverified | 0 |
| CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph | Dec 14, 2023 | Graph AttentionNode Classification | CodeCode Available | 0 |
| Triplet Edge Attention for Algorithmic Reasoning | Dec 9, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Synthesizing Traffic Datasets using Graph Neural Networks | Dec 8, 2023 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes | Dec 7, 2023 | Graph AttentionObject | —Unverified | 0 |
| Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning | Dec 4, 2023 | Graph Attention | —Unverified | 0 |
| LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks | Dec 4, 2023 | Emotion RecognitionGraph Attention | —Unverified | 0 |
| FoldExplorer: Fast and Accurate Protein Structure Search with Sequence-Enhanced Graph Embedding | Nov 30, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| STF: Spatial Temporal Fusion for Trajectory Prediction | Nov 29, 2023 | Graph AttentionPrediction | CodeCode Available | 0 |
| Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization | Nov 28, 2023 | AllDenoising | —Unverified | 0 |
| Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction | Nov 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion | Nov 24, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation | Nov 24, 2023 | Graph AttentionImputation | —Unverified | 0 |
| Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks | Nov 23, 2023 | Combinatorial OptimizationGraph Attention | —Unverified | 0 |
| Co-guiding for Multi-intent Spoken Language Understanding | Nov 22, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Unsupervised Graph Attention Autoencoder for Attributed Networks using K-means Loss | Nov 21, 2023 | AttributeClustering | —Unverified | 0 |
| Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces | Nov 16, 2023 | DecoderFew-Shot Learning | —Unverified | 0 |
| Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug response | Nov 15, 2023 | DenoisingDisentanglement | —Unverified | 0 |
| GMTR: Graph Matching Transformers | Nov 14, 2023 | Graph AttentionGraph Matching | CodeCode Available | 0 |
| Two Stream Scene Understanding on Graph Embedding | Nov 12, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Joint Learning of Local and Global Features for Aspect-based Sentiment Classification | Nov 2, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Analysis of Information Propagation in Ethereum Network Using Combined Graph Attention Network and Reinforcement Learning to Optimize Network Efficiency and Scalability | Nov 2, 2023 | Graph AttentionReinforcement Learning (RL) | —Unverified | 0 |
| Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network | Nov 1, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GATSY: Graph Attention Network for Music Artist Similarity | Nov 1, 2023 | Graph Attention | —Unverified | 0 |
| Vignat: Vulnerability identification by learning code semantics via graph attention networks | Oct 30, 2023 | Graph AttentionVulnerability Detection | —Unverified | 0 |
| Identifying Conspiracy Theories News based on Event Relation Graph | Oct 28, 2023 | Graph AttentionGraph Embedding | CodeCode Available | 0 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement Learning | CodeCode Available | 0 |
| Symmetry-preserving graph attention network to solve routing problems at multiple resolutions | Oct 24, 2023 | Graph Attention | CodeCode Available | 0 |
| GASCOM: Graph-based Attentive Semantic Context Modeling for Online Conversation Understanding | Oct 21, 2023 | Graph AttentionHate Speech Detection | —Unverified | 0 |
| HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades | Oct 20, 2023 | Graph AttentionInformation Cascade Popularity Prediction | CodeCode Available | 0 |
| GARI: Graph Attention for Relative Isomorphism of Arabic Word Embeddings | Oct 19, 2023 | Graph AttentionWord Embeddings | CodeCode Available | 0 |
| End-to-End Heterogeneous Graph Neural Networks for Traffic Assignment | Oct 19, 2023 | Equilibrium traffic assignmentGraph Attention | —Unverified | 0 |