Avatar
Shi Quan, FOO
Research Assistant,
HKUST

Shi Quan, FOO

Research Assistant, HKUST

Email LinkedIn GitHub

About Me

I am a graduated Physics student from Hong Kong University of Science and Technology (HKUST), Hong Kong and currently working as research assistant that focussing on implementing deep learning models on weather forecasting task under the supervision of Prof. Yeung Dit-Yan in HKUST. I received Bachelor of Science with major in Phyiscs from HKUST in 2022.

My current research interest are model robustness and agentic workflow. I did the work on developing a new loss function to improve the the performance of video prediction models.

Looking forwards to doing something interesting.

Experiences

Research Assistant, The Hong Kong University of Science and Technology (HKUST)
Aug. 2022 - Present
Sumemr Intern, Hong Kong Observatory (HKO)
Jun. 2021 - Jul. 2021

Education

BSc in Physics, The Hong Kong University of Science and Technology (HKUST) 2018-22

Research & Publications

STLDM: Spatio-Temporal Latent Diffusion Model for Precipitation Nowcasting
Shi Quan Foo, Chi-Ho Wong, Zhihan Gao, Dit-Yan Yeung, Ka-Hing Wong, Wai-Kin Wong
TMLR 2025 [pdf] [code]
Fourier amplitude and correlation loss: Beyong using L2 loss for skillful precipitation nowcasting
Chiu-Wai Yan, Shi Quan Foo, Van-Hoan Trinh, Dit-Yan Yeung, Ka-Hing Wong, Wai-Kin Wong
NeurIPS 2024 [pdf] [code]

Honors & Awards

Paul Ching Wu Chu Scholarship for Physics Students 2021-22
Physics Entry Scholarship 2019-22
HKSAR Government Scholarship Fund - Belt and Road Scholarship (Malaysia) 2018-22