Jiahe Huang

Jiahe Huang

Senior undergrad student, She/Her, DS-Eng @ Umich, ECE @ SJTU

University of Michigan

Shanghai Jiao Tong University

Biography

I am a senior undergraduate student at University of Michigan with a major in Data Science Engineering. I am also dual majoring in Electrical and Computer Engineering at Shanghai Jiao Tong University.

My current research focuses are mainly in scientific machine learning and computer vision, with a particular emphasis on bridging the physical world and machine learning insights. I am primarily interested in generative models applied to scientific and real-world challenges, such as physics simulations and decision-making processes, and also in vision-related tasks like 3D vision. I am currently advised by Prof. JJ Park. I have been fortunate to also collaborate with Dr. Guandao Yang. I am always active in exploring more fields and am open to research opportunities.

I am actively seeking a PhD position starting in Fall 2025!

Interests
  • AI for Science
  • AI for Decision Making
  • Computer Vision
Education
  • B.S.E. in Data Science, 2025

    University of Michigan, Ann Arbor

  • B.E. in Electrical Computer Engineering, 2025

    Shanghai Jiao Tong University

News

  • [Sep. 2024] One paper accepted to NeurIPS 2024. See you in Vancouver!
  • [Jun. 2024] Preprint of DiffusionPDE is available.
  • [Jun. 2024] One paper accepted for oral presentation at the 5th AI for Science Workshop @ ICML 2024. See you in Vienna!
  • [Sep. 2023] One paper accepted to IEEE Satellite 2023.

Experience

 
 
 
 
 
University of Michigan
Research Assistant
University of Michigan
November 2023 – Present Ann Arbor, MI, USA
Advised by Prof. JJ Park
 
 
 
 
 
Shanghai Jiao Tong University Intelligent Networked Systems Lab
Research Assistant
Shanghai Jiao Tong University Intelligent Networked Systems Lab
December 2022 – August 2023 Shanghai, China
Advised by Prof. Yifei Zhu

Teaching

 
 
 
 
 
University of Michigan
Instructional Aide, EECS 442 (Computer Vision)
University of Michigan
August 2024 – Present Ann Arbor, MI, USA
 
 
 
 
 
Shanghai Jiao Tong University
Teaching Assistant, ECE2810J (Data Structures and Algorithms)
Shanghai Jiao Tong University
May 2024 – August 2024 Remote
Summer 2024, with Prof. Yutong Ban
 
 
 
 
 
Shanghai Jiao Tong University
Teaching Assistant, PHYS1500J (Physics I)
Shanghai Jiao Tong University
May 2023 – August 2023 Shanghai, China
Summer 2023, with Prof. Mateusz Krzyzosiak
 
 
 
 
 
Shanghai Jiao Tong University
Teaching Assistant, MATH1560J (Honors Calculus II)
Shanghai Jiao Tong University
September 2022 – December 2022 Shanghai, China
Fall 2022, with Prof. Runze Cai

Misc

  • In my spare time, I also enjoy playing Go, fluit, table tennis, and Chinese Calligraphy. I’ve been learning indoor rock climbing recently.
  • I am a super fan of K-pop! My favorite artist is Jeon Soyeon.
  • I am ENTJ though I sometimes behave like INTJ. I am also Enneagram 3w2.