kunqian@stu.pku.edu.cn · sldyns.github.io
Background / CV
Curriculum Vitae
Mathematics and statistics, with a focus on biological questions.
Education
- 2023 — Present
Ph.D. candidate in Statistics
Peking University
Supervisor: Ruibin Xi
- 2020 — 2023
M.S. in Mathematics
China University of Geosciences (Wuhan)
Supervisor: Hongwei Li · Thesis: Research on Integration Analysis for Single-cell RNA Sequencing Data
- 2016 — 2020
B.S. in Mathematics and Applied Mathematics
China University of Geosciences (Wuhan)
Research interests
Bioinformatics, AI for Science, single-cell and spatial omics, and statistical learning.
Current interests also include genomics, epigenomics, and computational approaches to sequence design.
Methods & skills
- Single-cell & spatial omics
- Data integration, clustering, representation learning, and multimodal analysis.
- Statistical & machine learning methods
- Statistical modeling, dimensionality reduction, graph neural networks, contrastive learning, and generative modeling.
- Programming
- Python · R · MATLAB
- Languages
- Chinese (native) · English (professional working proficiency)
Awards
- 2026
National Scholarship for Postgraduates (Doctoral)
- 2025
2025–2026 BICMR Mathematical Award for Graduate Students
- 2022
Best Paper Award, RECOMB 2022
- 2022
National Scholarship for Postgraduates (Master’s)
- 2021
First Prize, China Post-Graduate Mathematical Contest in Modeling