Xiaohan Kang

Xiaohan Kang

Machine Learning Engineer

Rockfish Data

About me

I am a Machine Learning Engineer at Rockfish Data. I specialize in designing synthetic data solutions using advanced generative models such as GANs, transformers, and diffusion models. Previously, I was a postdoctoral research associate with the CSL at the University of Illinois Urbana–Champaign, working with Prof. Bruce Hajek. I received my Ph.D. degree in Electrical Engineering at Arizona State University under the supervision of Prof. Lei Ying in 2015. I received my Bachelor’s degree from the Department of Electronic Engineering at Tsinghua University in 2009.

Download my CV.

Interests
  • Machine learning
  • Causal inference
  • Information theory
  • Bioinformatics
  • Queueing theory
  • Stochastic systems
  • Real-time scheduling
  • Game theory
Education
  • PhD in Electrical Engineering, 2015

    Arizona State University

  • BE in Electronic Engineering, 2009

    Tsinghua University