Chen Xu (许宸)

Hi! I am currently a research assistant at the University of Macau in the AIGC-DL Lab, supervised by Prof. Zhedong Zheng. Prior to this, I received a Bachelor of Engineering degree in Computer Science and Technology from Nankai University. My advisors were Prof. Tao Li and Prof. Kai Wang from the NKICS Lab.

I have had the privilege of working with some outstanding researchers, including:

Research Statement

My current work focuses on:

  • Parameter efficient fine-tuning of large models (PEFT).
  • Acceleration of the Diffusion and Flow-Matching Model, including image generation, image restoration, and the VLA models.

For partial differential equations, especially nonlinear evolution equations, the evolution of the solution is often highly dependent on the initial state. Therefore, starting from an initial state that is closer to the target solution or more consistent with the prior structure of the system often leads to more stable, more accurate, or better final results.

Others

I enjoy the sense of joy that comes from solving math problems and the sense of accomplishment when I figure them out.

I am very interested in history, and I received 100/100 in history on the college entrance exam (ranking in the top 1% in Beijing).

I really enjoy watching romance anime. My three favorite anime characters are: Kaguya Shinomiya, Shobu Himuro, and Tsukasa Yuzaki.