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Graph Attention

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TitleStatusHype
Knowledge-Informed Multi-Agent Trajectory Prediction at Signalized Intersections for Infrastructure-to-Everything—0
BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch—0
Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models—0
Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks—0
GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor PressuresCode1
Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data—0
Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily ProductsCode0
Discovery of sustainable energy materials via the machine-learned material space—0
GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer HistopathologyCode0
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT—0
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion—0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes—0
Weakly Supervised Learning on Large Graphs—0
Multi-Task Semantic Communication With Graph Attention-Based Feature Correlation Extraction—0
BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion—0
Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles—0
Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection—0
Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization—0
Enhancing Cognitive Diagnosis by Modeling Learner Cognitive Structure State—0
Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring—0
GAIS: A Novel Approach to Instance Selection with Graph Attention Networks—0
Towards Expressive Video Dubbing with Multiscale Multimodal Context InteractionCode0
Towards understanding how attention mechanism works in deep learning—0
A Coalition Game for On-demand Multi-modal 3D Automated Delivery System—0
LASE: Learned Adjacency Spectral EmbeddingsCode0
Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning—0
STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction—0
GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data ClassificationCode0
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks—0
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block ModelsCode0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
Graph Spring Neural ODEs for Link Sign Prediction—0
Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes—0
Dynamic Graph Attention Networks for Travel Time Distribution Prediction in Urban Arterial Roads—0
Graph Attention Hamiltonian Neural Networks: A Lattice System Analysis Model Based on Structural Learning—0
ExeChecker: Where Did I Go Wrong?Code0
Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation—0
3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation—0
GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning—0
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks—0
Towards the efficacy of federated prediction for epidemics on networksCode0
Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles—0
FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders—0
CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking—0
Long text outline generation: Chinese text outline based on unsupervised framework and large language mode—0
CONCERTO: Complex Query Execution Mechanism-Aware Learned Cost Estimation—0
Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity GraphCode0
LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action RecognitionCode0
Perturbation Ontology based Graph Attention Networks—0
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