Biography

Hi! This is Chloe Jiahe Huang. I go by both Chloe and Jiahe (pronounced as jyah-huh in Mandarin).

I am a first-year PhD student in Computer Science at the University of California, San Diego, advised by Prof. Rose Yu. Previously, I received my (dual) B.S.E. in Data Science from the University of Michigan and B.E. in Electrical and Computer Engineering from Shanghai Jiao Tong University. During my undergraduate, I have been fortunate to be mentored by Prof. JJ Park and Dr. Guandao Yang.

My current research centers on scientific machine learning and generative models, with a particular emphasis on bridging the physical world and machine learning insights. I am especially interested in developing energy-based and neural models that produce high-fidelity physical data and enhance generalization, with applications in physics-based simulations and real-world decision-making.

Interests
  • AI for Science
  • Generative Model
Education
  • Ph.D. in Computer Science, 2030

    University of California, San Diego

  • B.S.E. in Data Science, 2025

    University of Michigan, Ann Arbor

  • B.E. in Electrical Computer Engineering, 2025

    Shanghai Jiao Tong University

News

Paper Alerts
  • [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!
Personal Updates
  • [Aug. 2025] I graduated from Shanghai Jiao Tong University, recognized as an Outstanding Graduate of Shanghai.
  • [May. 2025] I graduated from the University of Michigan with Summa Cum Laude honors.

Selected Publications

For a complete list of my publications, view my Google Scholar page.

Recent Teaching

 
 
 
 
 
University of Michigan
Instructional Aide, EECS 442 (Computer Vision)
University of Michigan
August 2024 – December 2024 Ann Arbor, MI, USA

Misc

  • In my spare time, I also enjoy playing Go, fluit, table tennis, and Chinese Calligraphy. I’m a Go player since the age of 5. I’m recently interested in swimming and surfing!
  • I’m a super fan of K-pop and my favorite artist is Jeon Soyeon. Lately, I’ve been listening to My Name Is Malguem. If you meet me, remind me to study Korean!
  • I am ENTJ and Enneagram 3w2.

Contact

Quick chat?
  • Feel free to send me an calendar invite once we find a time working for both of us. You may also use the Book an appointment button below. Please drop me an email first regarding the meeting topic.