Zhouqi HUA

Zhouqi HUA

Shanghai AI Lab

HiπŸ‘‹, I am Zhouqi HUA (华洲琦)

I am an incoming PhD student at Fudan University, in the joint program at Shanghai AI Laboratory, advised by Dr. Wenwei Zhang, Dr. Kai Chen and Prof. Dahua Lin. Before that, I received the bachelor degree at Tongji University in 2025.

My research focus on generalization in large language models (LLMs), including length generalization and compositional generalization; and model interpretability.


πŸ”₯ News

  • 2024.10: Β  Started a research internship at Shanghai AI Lab, focusing on LLM generalization.
  • 2025.07: Β πŸŽ‰πŸŽ‰ Released a new paper TAIL proposing a programmatic approach to enhance length generalization in LLMs.


Publications

Under Review
sym

The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner

Zhouqi Hua, Wenwei Zhang*, Chengqi Lyu, Yuzhe Gu, Songyang Gao, Kuikun Liu, Kai Chen*

preprint


Honors and Awards

Under review… just like my papers.


Educations

  • 2021.09 - 2025.06, B.Eng. in Computer Science, Tongji University.
  • 2025.09 - Now, PhD Student in Computer Science, Fudan University.


Invited Talks

Feel free to invite me 😈


Internships