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 PhD student under the supervision of Professor Jing Lei.

Research Interests:
  • Biomathematics & Bioinformatics & Biostatistics.
  • Bayesian Statistics.
  • High-dimensional Statistical Inference.
  • 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.
Funding
  1. National Natural Science Foundation of China, Modelling of spatial stochastic transcription dynamics and RNA velocity inference, 2027.01–2029.12, Principal Investigator
    国家自然科学基金青年基金, 空间随机转录动力学建模与RNA速率推断, 2027.01–2029.12, 主持
  2. Fundamental Research Funds for the Central Universities, High‑dimensional statistical modelling for spatial multi‑omics data integration, 2026.01‑2026.12, Principal Investigator
    中央高校基本科研业务费项目, 基于空间多组学数据整合的高维统计建模, 2026.01‑2026.12, 主持
  3. China Postdoctoral Science Foundation, Statistical modelling for alignment and integration of spatial transcriptomic data, 2022.06‑2025.05, Principal Investigator
    中国博士后科学基金面上资助, 基于空间转录组数据对齐整合的统计建模, 2022.06‑2025.05, 主持
  4. National Natural Science Foundation of China, Pre‑trained large models for constructing large‑scale cross‑species cell landscapes and evolutionary regulation, 2024.01–2026.12, Participant
    国家自然科学基金专项项目，预训练大模型赋能大规模跨物种细胞景观与进化调控构建, 2024.01–2026.12, 参与
  5. National Natural Science Foundation of China, General‑purpose diagnosis‑treatment model and system for multi‑modal intracranial tumor data fusion, 2024.01‑2025.12, Participant
    国家自然科学基金数学天元基金，颅内肿瘤多模态数据融合的可通用诊疗模型及系统, 2024.01‑2025.12, 参与
  6. National Natural Science Foundation of China, Wavelet frame theory over complex domains and its applications, 2017.01‑2020.12, Participant
    国家自然科学基金面上项目，复杂区域上的小波框架理论及应用, 2017.01‑2020.12, 参与
  7. National Natural Science Foundation of China, Statistical modelling for text mining, 2016.01–2019.12, Participant
    国家自然科学基金面上项目，文本挖掘的统计建模, 2016.01–2019.12, 参与
Teaching
Contact
Copyright © 2022, Yanfang Li.