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Graph Neural Network

Papers

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Showing 1476–1500 of 3598 papers

TitleStatusHype
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go ApproximationCode0
Learning Physical Simulation with Message Passing Transformer—0
Spatiotemporal Graph Neural Network Modelling Perfusion MRI—0
Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks—0
Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models—0
Data-Driven Radio Environment Map Estimation Using Graph Neural Networks—0
Online Frequency Scheduling by Learning Parallel Actions—0
Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network—0
QAGCF: Graph Collaborative Filtering for Q&A Recommendation—0
Energy-based Epistemic Uncertainty for Graph Neural Networks—0
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network—0
Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition—0
Learning Optimal Linear Precoding for Cell-Free Massive MIMO with GNNCode0
Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs—0
Graph Neural Network Explanations are FragileCode0
Real-Time Small-Signal Security Assessment Using Graph Neural Networks—0
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction—0
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters—0
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
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
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
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