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Open access

Research article

First published 2021

Graph regularized low-rank representation for semi-supervised learning

Cong-Zhe You, Zhen-Qiu Shu, Hong-Hui Fan [...]

Journal of Algorithms & Computational Technology

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Research article

First published 2021-5

Graph input representations for machine learning applications in urban network analysis

Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2025-4

An intelligent model selection method based on graph representation learning

Fan Yang, Ping Ma, Wei Li [...]

SIMULATION

Free access

Research article

First published 2024-01-10

Improved graph representation learning based on neighborhood aggregation and interaction fusion

Yayun Liu, Kuangfeng Ning

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Review article

First published 2026-4

Representation learning of crystal materials using Graph Neural Networks: Passive symmetry challenges and advances

Jie Cui, Chenglei Han, Jiyao Liang [...]

Science Progress

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Research article

First published 2025-6

Do the paper’s connections to existing work disclose its citation impact? A study based on graph representation learning

Zhuoran Luo, Jiangen He, Jiajia Qian [...]

Journal of Information Science

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Research article

First published 2026-3

Prototype-assisted multiscale graph representation learning-based mechanical fault detection method under complex operating conditions

Wei Xiang, Shujie Liu, Hongkun Li [...]

Structural Health Monitoring

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Research article

First published 2026-2

Electroencephalogram-Based Satisfaction Assessment Brain–Computer Interface in Emerging Video Service by Using Graph Representation Learning

Yifan Niu, Ziyu Li, Gangyan Zeng [...]

Brain Connectivity

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Research article

First published 2025-7

Multimedia emotion representation analysis based on graph convolution adversarial learning and attention mechanism

Yanmei Tian, Meng Zhu

Intelligent Decision Technologies

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Research article

First published 2024-11-18

MTS-Net: An enriched topology-aware architecture for molecular graph representation learning

Fan Yang, Qing Zhou, Renbin Su [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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