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Research article

First published 2022-11

Graph structure learning based on feature and label consistency

Jinliang Yuan, Yirong Yao, Ming Xu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-12

Exploiting structural similarity in network reliability analysis using graph learning

Ping Zhang, Min Xie, Xiaoyan Zhu

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025

Structural entropy based graph contrastive learning for node classification

Jun Zhang, Liang Duan, Xiang Chen [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

Physical-guided graph deep learning for composite pipelines structural health monitoring

Xiaoqian Jiang, Yue Hu, Shuai Cao [...]

Structural Health Monitoring

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Research article

First published 2026-5

Structure-Aware Mamba: A Linear-Complexity Model for Graph Representation Learning With Global Receptive Fields

Zelong Yang, Shuyang Fang, Yintao Cai [...]

The European Journal on Artificial Intelligence

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Research article

First published 2026

Physics-guided spatiotemporal learning with invariant graph for cross-domain structural damage identification

Jianhui Yang, Pulin Pu, Qingxuan Zhao

Structural Health Monitoring

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Other

First published 2011-2

Graph-based data mining for biological applications

Leander Schietgat

The European Journal on Artificial Intelligence

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Research article

First published 2025-9

Building-graph-AI: Graph neural networks learning and generating 3D detailed and layered building models

Jiadong Liang, Ximing Zhong, Shixin Zhao [...]

International Journal of Architectural Computing

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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 2025-8

Guided structure learning of DAGs for count data

Thi Kim Hue Nguyen, Monica Chiogna, Davide Risso [...]

Statistical Modelling

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