Shengyu Chen

  • PhD Student
  • Pronouns: he, him, his

Hi, my name is Shengyu Chen (Kevin). I am a Computer Science Ph.D. candidate at the University of Pittsburgh, advised by Dr. Xiaowei Jia. My research directions focus on developing machine learning and data mining methods to solve real-world problems with great societal and scientific impacts. My research portfolio spans various domains, including the Hydrological domain of streamflow and baseflow time-series prediction, the Physics domain of turbulence simulation modeling, the Geoscience domain of microcrack propagation, and the Medical domain of brain imaging. Several of my works have been accepted by prominent conferences such as KDD, CIKM, SDM, and more.

Research Areas

Specific Research Interests

Knowledge-guided Machine Learning
Spatial-temporal Data Mining
Computer Vision