Author

Xin Xie

Tsinghua University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Assay:imaging· 1 Organism:mouse· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Chenlin Liang· 1 shared Fengmin Guo· 1 shared Jianbo Ma· 1 shared JiangHui Zhu· 1 shared Jun QianiD· 1 shared Kai HuangiD· 1 shared Keying Li· 1 shared Kunting Mu· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperDevelopmental Biology

Chenlin Liang

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2 papers

Recent·Most cited

Programmable design of functional RNAs through multimodal generative learning

Jianbo Ma, JiangHui Zhu, Wenze Huang, Kunting Mu, Kai Huang, Zhuoer Dong, Fengmin Guo, Xin Xie, Yanqiu Shao, Roland G. Huber, Yue Wan, Linqi Zhang, Qiong Wu, Qiangfeng Cliff Zhang

RNAverse, a multimodal generative model, designs functional RNAs with high performance across tasks, outperforming existing methods and enabling applications in gene therapy and vaccine development.

bioRxiv · Oct 15, 2026 · PreprintBioinformatics

Ultra-low photodamage three-photon microscopy assisted by neural network for monitoring regenerative myogenesis

Yifei Li, Keying Li, Mubin He, Chenlin Liang, Xi Wang, Shuhong Qi, Runnan Zhang, Ming Jiang, Zheng Zheng, Zichen Wei, Xin Xie, Jun Qian

This paper develops a neural network to reduce photodamage in three-photon microscopy, enabling faster and safer imaging of muscle regeneration.

PhotoniX · Oct 9, 2025Peer-reviewedDevelopmental Biology