I am currently an assistant professor in the College of Mathematics and Physics at Beijing University of Chemenical Technology (BUCT). Before that, I was a postdoctoral fellow at the Academy of Mathematics and Systems Science (AMSS) of CAS, working with Professor Shihua Zhang.

I graduated from School of Mathematical Sciences at Peking University in June 2017 under the supervision of Professor Jinzhu Jia. From August 2015 to August 2016, I studied in Statistics and Data Science at Carnegie Mellon University as a visiting student under the supervision of Professor Jing Lei. After graduation I worked as a data scientist at Percent Technology for a year and a half.

Research Interests:
  • High-dimensional Statistical Inference.
  • Bioinformatics & Biostatistics.
  • Bayesian Statistics.
  • Interdisciplinary application of math, statistics, and deep learning.
Publications

My papers on Google Scholar.

Peer-Reviewed Articles:
  1. Li, Y. and Zhang, S. # (2024)
    Statistical batch-aware embedded integration, dimension reduction and alignment for spatial transcriptomics. [code]
    Bioinformatics, 40(10), btae611.
  2. Li, Y. and Zhao, G. # (2024)
    Euler-Maruyama scheme for SDE driven by Lévy process with Hölder drift.
    Statistics & Probability Letters, 215, 110220.
  3. Li, Y. # and Lei, J. (2018)
    Sparse subspace linear discriminant analysis.
    Statistics, 52(4), 782-800.
  4. Li, Y. and Jia, J. # (2017)
    L1 least squares for sparse high-dimensional LDA.
    Electronic Journal of Statistics, 11(1), 2499-2518.
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