MultiPert: An adversarial alignment and dual attention framework for single-cell multi-omics perturbation prediction

• Mengyuan Zhao,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, University of Chinese Academy of Sciences, Beijing, China

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• Xinyue Tang,

  Roles Data curation, Validation

  Affiliation Shenzhen University of Advanced Technology, Shenzhen, China

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• Jiawei Li,

  Roles Methodology

  Affiliation College of Intelligence and Computing, Tianjin University, Tianjin, China

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• Cheng Liang,

  Roles Writing – review & editing

  Affiliation Shandong Normal University, Jinan, China

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• Jijun Tang ,

  Roles Funding acquisition, Writing – review & editing

  * E-mail: jj.tang@siat.ac.cn (JT); guofei@csu.edu.cn (FG)

  Affiliations University of Chinese Academy of Sciences, Beijing, China, Shenzhen University of Advanced Technology, Shenzhen, China

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• Fei Guo

  Roles Funding acquisition, Supervision, Writing – review & editing

  * E-mail: jj.tang@siat.ac.cn (JT); guofei@csu.edu.cn (FG)

  Affiliation School of Computer Science and Engineering, Central South University, Changsha, China

  https://orcid.org/0000-0001-8346-0798

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