graph neural networks

#graph neural networks Oct 2026

Secure and efficient sixth-generation spectrum allocation via holographic interpretable graph convolutional neural network and blockchain-enabled resource management

R. Mujawar, R. Ramamoorthi, K. Lokesh et al. · Computers & electrical engin... · 0 citations

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#graph neural networks Review Oct 2026

Fusing semantics and graph neural networks: A multi-dimensional survey and technological evolution

Ya Zhang, Ningzhong Liu · Engineering applications of... · 0 citations

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#graph neural networks Oct 2026

Physics-informed graph neural network surrogates for real-time transmission–distribution co-optimization

Aamir Nawaz, E. Mustafa, A. Almani et al. · Electric power systems resea... · 3 citations

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#graph neural networks Oct 2026

A physics aware graph neural network with similarity condition regularization for electromagnetic loss optimization in high power giant magnetostrictive transducers

Xiuxian Xu, Bing Gao, Nengtong Zhao et al. · Engineering applications of... · 0 citations

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#graph neural networks Open access Oct 2026

A structure-aware and explainable approach to website fingerprinting using graph neural networks

Zulu Okonkwo, Ernest Foo, Zhe Hou et al. · Information Sciences · 0 citations

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#graph neural networks Oct 2026

A fault diagnosis method for rotating machinery based on spline-modulated wavelet and energy topology-guided graph convolution neural network

Haike Guo, Xiao-qiang Zhao · Engineering applications of... · 1 citation

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#graph neural networks Oct 2026

Remote sensing optical image matching through neighborhood-aware global propagation in graph neural networks

Yanchun Liu, G. Vivone, Jing Nie et al. · Engineering applications of... · 0 citations

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#graph neural networks Oct 2026

Bus passenger flow prediction with a dynamic graph neural network and bidirectional gated recurrent unit

Xinyi Zhou, Nizar Bouguila, Zachary Patterson · Sustainable cities and socie... · 0 citations

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#graph neural networks Oct 2026

Interpretable graph neural networks for wind turbine fault feature identification with physics-based constraints and self-supervised pretraining

Shulei Xue, Yanling Lv, Yang Liu · Engineering applications of... · 0 citations

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#graph neural networks Oct 2026

Asymmetric spatio-temporal synergistic graph neural network for traffic flow forecasting

Yutong Li, Zhonghua Sun, Jinchao Feng et al. · Engineering applications of... · 0 citations

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#graph neural networks Oct 2026

Benchmarking federated spatio-temporal graph neural networks against lightweight models for IoT intrusion detection: An empirical study on Edge-IIoTset

Israt Jahan Nipa, A. Taparugssanagorn · Computer Networks · 0 citations

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#graph neural networks Nov 2026

Feature norm-based regularization for robust out-of-distribution detection in graph neural networks

Jiaqi Zhang · Neurocomputing · 0 citations

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