Yunsheng Tian

Yunsheng Tian

PhD Student

Massachusetts Institute of Technology

Yunsheng Tian (田韵声) is a second-year PhD student in the Computational Design & Fabrication Group at MIT CSAIL advised by Prof. Wojciech Matusik. His research interests generally lie in the intersection of computer graphics, machine learning and robotics. Before coming to MIT, he obtained the bachelor’s degree from Nankai University, China, advised by Prof. Bo Ren and Prof. Ming-Ming Cheng. He had also worked at Microsoft Research Asia and The University of Hong Kong as a research intern.

Interests

  • Computer Graphics
  • Machine Learning
  • Robotics

Education

  • PhD in Computer Science, 2019 - Present

    Massachusetts Institute of Technology, MA, U.S.

  • BEng in Software Engineering, 2015 - 2019

    Nankai University, Tianjin, China

Research

My general research interest is developing machine learning tools assisting efficient optimization and exploration for real-world problems, specifically in the following areas:

  • Computer Graphics: computational design, physically-based animation
  • Machine Learning: reinforcement learning, multi-objective optimization, Bayesian optimization
  • Robotics: evolutionary design, learning-based control

I am still exploring future research directions and actively seeking for collaboration.

Experience

 
 
 
 
 

Research Assistant

Computational Design & Fabrication Group, Massachusetts Institute of Technology

Aug 2019 – Present Massachusetts, U.S.
 
 
 
 
 

Research Assistant

Department of Computer Science, The University of Hong Kong

Feb 2019 – May 2019 Hong Kong, China
Advised by Prof. Jia Pan
 
 
 
 
 

Research Intern

Visual Computing Group, Microsoft Research Asia

Jul 2018 – Sep 2018 Beijing, China
 
 
 
 
 

Research Assistant

Media Computing Lab, Nankai University

Apr 2016 – Jun 2019 Tianjin, China

Contact

  • yunsheng [at] csail [dot] mit [dot] edu
  • 32-311, 32 Vassar Street, Cambridge, MA 02139