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Graph Neural Network

Papers

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Showing 751–800 of 3598 papers

TitleStatusHype
Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum AllocationCode1
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs—0
In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs—0
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters—0
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE—0
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call GraphletsCode0
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch—0
Predicting solvation free energies with an implicit solvent machine learning potentialCode0
SelfGNN: Self-Supervised Graph Neural Networks for Sequential RecommendationCode2
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry—0
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path IdentificationCode0
DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series—0
Spatio-Spectral Graph Neural NetworksCode1
SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic GraphsCode0
Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations—0
A Vlogger-augmented Graph Neural Network Model for Micro-video RecommendationCode0
Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective—0
SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection—0
Survey of Graph Neural Network for Internet of Things and NextG Networks—0
R-ODE: Ricci Curvature Tells When You Will be Informed—0
Graph Neural Networks on Quantum Computers—0
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework ApproachCode0
Node Identifiers: Compact, Discrete Representations for Efficient Graph LearningCode1
Differentiable Cluster Graph Neural Network—0
MeMo: Meaningful, Modular Controllers via Noise Injection—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
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers—0
Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and PrototypeCode0
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
LOGIN: A Large Language Model Consulted Graph Neural Network Training FrameworkCode0
Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator—0
Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution—0
Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical DynamicsCode1
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
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural NetworksCode0
Multi-Evidence based Fact Verification via A Confidential Graph Neural NetworkCode0
Hi-GMAE: Hierarchical Graph Masked AutoencodersCode1
Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker PlacementCode0
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series ImputationCode1
Deep Learning in Earthquake Engineering: A Comprehensive Review—0
Graph Neural Network based Handwritten Trajectories Recognition—0
Learning Coarse-Grained Dynamics on Graph—0
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