Multi-view fusion based on graph convolutional network with attention mechanism for predicting miRNA related to drugs

Nan Sheng; Yunzhi Liu; Ling Gao; Lei Wang; Lan Huang; Yan Wang

doi:10.1371/journal.pcbi.1013703

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Open Access

Peer-reviewed

Research Article

Multi-view fusion based on graph convolutional network with attention mechanism for predicting miRNA related to drugs

Nan Sheng,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft

Affiliations College of Computer Science and Technology, Jilin University, Changchun, China, Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, Jilin University, Changchun, China

https://orcid.org/0000-0002-0306-9009

⨯
Yunzhi Liu,

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization

Affiliation College of Computer Science and Technology, Jilin University, Changchun, China
⨯
Ling Gao,

Roles Formal analysis, Methodology, Software, Validation, Writing – review & editing

Affiliation College of Computer Science and Technology, Jilin University, Changchun, China
⨯
Lei Wang,

Roles Investigation, Visualization

Affiliation College of Computer Science and Technology, Jilin University, Changchun, China
⨯
Lan Huang ,

Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

* E-mail: huanglan@jlu.edu.cn (LH); wy6868@jlu.edu.cn (YW)

Affiliations College of Computer Science and Technology, Jilin University, Changchun, China, Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, Jilin University, Changchun, China

https://orcid.org/0000-0003-3233-3777

⨯
Yan Wang

Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – review & editing

* E-mail: huanglan@jlu.edu.cn (LH); wy6868@jlu.edu.cn (YW)

Affiliations College of Computer Science and Technology, Jilin University, Changchun, China, Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, Jilin University, Changchun, China

https://orcid.org/0000-0002-4751-0708

⨯

Multi-view fusion based on graph convolutional network with attention mechanism for predicting miRNA related to drugs

Nan Sheng,
Yunzhi Liu,
Ling Gao,
Lei Wang,
Lan Huang,
Yan Wang

Published: November 14, 2025
https://doi.org/10.1371/journal.pcbi.1013703

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