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Graph Neural Network

Papers

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Showing 1501–1550 of 3598 papers

TitleStatusHype
Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry—0
SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic GraphsCode0
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path IdentificationCode0
Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations—0
DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series—0
A Vlogger-augmented Graph Neural Network Model for Micro-video RecommendationCode0
Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective—0
R-ODE: Ricci Curvature Tells When You Will be Informed—0
Graph Neural Networks on Quantum Computers—0
Survey of Graph Neural Network for Internet of Things and NextG Networks—0
SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection—0
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework ApproachCode0
Differentiable Cluster Graph Neural Network—0
Cardinality Estimation on Hyper-relational Knowledge Graphs—0
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing—0
DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback—0
MeMo: Meaningful, Modular Controllers via Noise Injection—0
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers—0
LOGIN: A Large Language Model Consulted Graph Neural Network Training FrameworkCode0
Bond Graphs for multi-physics informed Neural Networks for multi-variate time series—0
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class PartitionCode0
Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and PrototypeCode0
Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution—0
Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator—0
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashingCode0
Conditional Shift-Robust Conformal Prediction for Graph Neural Network—0
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks—0
Knowledge Graph Pruning for Recommendation—0
GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection—0
Multi-Evidence based Fact Verification via A Confidential Graph Neural NetworkCode0
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural NetworksCode0
Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker PlacementCode0
Learning Coarse-Grained Dynamics on Graph—0
Graph Neural Network based Handwritten Trajectories Recognition—0
Deep Learning in Earthquake Engineering: A Comprehensive Review—0
Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks—0
Design Requirements for Human-Centered Graph Neural Network Explanations—0
Scalable Property Valuation Models via Graph-based Deep Learning—0
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part GroupingCode0
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs—0
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning—0
Link Stealing Attacks Against Inductive Graph Neural NetworksCode0
Hybrid Quantum Graph Neural Network for Molecular Property Prediction—0
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural NetworksCode0
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition—0
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction—0
Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images—0
Adaptive Least Mean pth Power Graph Neural Networks—0
Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management—0
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised ClassificationCode0
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Benchmark Results

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