Jiaqi Zhang

Jiaqi Zhang

PhD Student at Computer Science

Singh Lab

Brown University Department of Computer Science


I’m a Ph.D. student at the Department of Computer Science, Brown University and I work with Dr. Ritambhara Singh. My research is about developing and applying machine learning methods to analyze single-cell genomic data. In particular, my current research project focuses on modelling cell developmental dynamics from single-cell multi-omic data.

Before joining Brown, I received my bachelor’s degree in software engineering at Southeast University, China. I worked there with Dr. Beilun Wang mainly on developing statistical methods for graphical model structure estimation.

  • Single-cell genomics
  • Multi-modal integration
  • Model interpretation
  • Gene network
  • Probabilistic graphical model
  • Bayesian statistics
  • PhD in Computer Science, 2021~present

    Brown University

  • BSc in Software Engineering, 2015~2020

    Southeast University, China


  • jiaqi_zhang2@brown.edu
  • 164 Angll St., Providence, RI 02906