Author

Xiangting Li

University of California, Los AngelesORCID 0009-0002-2839-5780Unclaimed ORCID profile · follow to get notified of new preprints

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Xiangting Li1 paper · University of California, Los Angeles

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Molecular Biology· 1

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Approach:deep learning· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

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Alex MogilneriD· 1 shared Alexander HoffmanniD· 1 shared Jiancheng ZhangiD· 1 shared Lucas BöttcheriD· 1 shared Mingtao XiaiD· 1 shared Tom ChouiD· 1 shared Xiaolu GuoiD· 1 shared Zhaoyi YouiD· 1 shared

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1 paper

Recent·Most cited

Molecular BiologyPLoS Computational BiologyPeer-reviewedSep 17, 2025

Reconstructing Noisy Gene Regulation Dynamics UsingExtrinsic-Noise-Driven Neural Stochastic Differential Equations

Jiancheng Zhang, Xiangting Li, Xiaolu Guo…·Mingtao Xia

This paper introduces an END-nSDE framework to reconstruct noisy gene regulation dynamics from heterogeneous cell populations, outperforming RNNs and LSTMs in modeling extrinsic noise effects.

2 citations

deep learningstatistical model

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