| Tuning Algorithmic and Architectural Hyperparameters in Graph-Based Semi-Supervised Learning with Provable Guarantees | Feb 18, 2025 | Graph Attention | —Unverified | 0 |
| Two Stream Scene Understanding on Graph Embedding | Nov 12, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction | Jul 29, 2021 | ClusteringDecision Making | —Unverified | 0 |
| UniDyG: A Unified and Effective Representation Learning Approach for Large Dynamic Graphs | Feb 23, 2025 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Unsupervised Graph Attention Autoencoder for Attributed Networks using K-means Loss | Nov 21, 2023 | AttributeClustering | —Unverified | 0 |
| Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information | Oct 7, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Unveiling Hidden Pivotal Players with GoalNet: A GNN-Based Soccer Player Evaluation System | Mar 12, 2025 | Graph Attention | —Unverified | 0 |
| UPTor: Unified 3D Human Pose Dynamics and Trajectory Prediction for Human-Robot Interaction | May 20, 2025 | 3D Human Pose EstimationGraph Attention | —Unverified | 0 |
| Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture | Oct 11, 2021 | Graph AttentionQ-Learning | —Unverified | 0 |
| Using a single actor to output personalized policy for different intersections | Mar 10, 2025 | Graph AttentionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Using Graph Neural Networks for Program Termination | Jul 28, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures | Jan 25, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings | Oct 2, 2024 | GPUGraph Attention | —Unverified | 0 |
| NetTraj: A Network-based Vehicle Trajectory Prediction Model with Directional Representation and Spatiotemporal Attention Mechanisms | Jun 21, 2021 | DecoderGraph Attention | —Unverified | 0 |
| Vignat: Vulnerability identification by learning code semantics via graph attention networks | Oct 30, 2023 | Graph AttentionVulnerability Detection | —Unverified | 0 |
| Visual-Semantic Matching by Exploring High-Order Attention and Distraction | Jun 1, 2020 | AttributeGraph Attention | —Unverified | 0 |
| Visual Traffic Knowledge Graph Generation from Scene Images | Jan 1, 2023 | Graph AttentionGraph Generation | —Unverified | 0 |
| Wasserstein Dependent Graph Attention Network for Collaborative Filtering with Uncertainty | Apr 9, 2024 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| Wavelet-Enhanced Neural ODE and Graph Attention for Interpretable Energy Forecasting | Jul 14, 2025 | Graph AttentionTime Series Prediction | —Unverified | 0 |
| Weakly Supervised Learning on Large Graphs | Jan 2, 2025 | ClassificationGraph Attention | —Unverified | 0 |
| WebFormer: The Web-page Transformer for Structure Information Extraction | Feb 1, 2022 | Deep Attentiondocument understanding | —Unverified | 0 |
| Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution | Mar 29, 2023 | Graph AttentionSports Analytics | —Unverified | 0 |
| Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses | Jan 10, 2022 | Graph AttentionPhysical Intuition | —Unverified | 0 |
| wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction | Sep 21, 2021 | Graph AttentionLink Prediction | —Unverified | 0 |
| You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP | Sep 1, 2019 | Graph Attention | —Unverified | 0 |
| Zoom in to where it matters: a hierarchical graph based model for mammogram analysis | Dec 16, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Hyperbolic Heterogeneous Graph Attention Networks | Apr 15, 2024 | ClusteringGraph Attention | —Unverified | 0 |
| Hyper-relationship Learning Network for Scene Graph Generation | Feb 15, 2022 | Graph AttentionGraph Generation | —Unverified | 0 |
| Implicit Kernel Attention | Jun 11, 2020 | Graph AttentionNode Classification | —Unverified | 0 |
| Implicit vs Unfolded Graph Neural Networks | Nov 12, 2021 | Graph AttentionNode Classification | —Unverified | 0 |
| Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach | Sep 6, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Improved selective background Monte Carlo simulation at Belle II with graph attention networks and weighted events | Jul 12, 2023 | Graph Attention | —Unverified | 0 |
| Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words | Dec 1, 2020 | Abstractive Dialogue SummarizationGraph Attention | —Unverified | 0 |
| Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network | Feb 7, 2021 | DiversityGraph Attention | —Unverified | 0 |
| Improving Expressivity of Graph Neural Networks | Apr 8, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Improving Graph Attention Networks with Large Margin-based Constraints | Oct 25, 2019 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| A Regularized Attention Mechanism for Graph Attention Networks | Nov 1, 2018 | Graph Attention | —Unverified | 0 |
| Improving Short Utterance Anti-Spoofing with AASIST2 | Sep 15, 2023 | Graph AttentionSpeaker Verification | —Unverified | 0 |
| Improving vision-language alignment with graph spiking hybrid Networks | Jan 31, 2025 | Contrastive LearningDiversity | —Unverified | 0 |
| Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning | Nov 1, 2019 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Incorporating Like-Minded Peers to Overcome Friend Data Sparsity in Session-Based Social Recommendations | Sep 4, 2024 | Graph AttentionSession-Based Recommendations | —Unverified | 0 |
| Inducing Alignment Structure with Gated Graph Attention Networks for Sentence Matching | Oct 15, 2020 | Graph AttentionParaphrase Identification | —Unverified | 0 |
| Inferring dynamic regulatory interaction graphs from time series data with perturbations | Jun 13, 2023 | Causal InferenceGraph Attention | —Unverified | 0 |
| Inherently Explainable Reinforcement Learning in Natural Language | Jan 16, 2022 | Graph Attentionreinforcement-learning | —Unverified | 0 |
| SENSEi: Input-Sensitive Compilation for Accelerating GNNs | Jun 27, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model | Jul 19, 2023 | Common Sense ReasoningGraph Attention | —Unverified | 0 |
| Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels? | Jul 12, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| Investigating Graph Structure Information for Entity Alignment with Dangling Cases | Apr 10, 2023 | Contrastive LearningEntity Alignment | —Unverified | 0 |
| Is Graph Structure Necessary for Multi-hop Question Answering? | Apr 7, 2020 | Graph AttentionMulti-hop Question Answering | —Unverified | 0 |
| 基于关系图注意力网络和宽度学习的负面情绪识别方法(Negative Emotion Recognition Method Based on Rational Graph Attention Network and Broad Learning) | Oct 1, 2022 | Emotion RecognitionGraph Attention | —Unverified | 0 |