Maggie Ziyu Huan

CIS PhD @ UPenn

Hi, I am a PhD student at the University of Pennsylvania, where I am fortunate to be advised by Prof. Mark Yatskar and Prof. Jacob Gardner. I work closely with my amazing mentors Prof. Alane Suhr and Prof. Nicholas Tomlin on various fun topics. Previously, I had the privilege of working with Dr. Xiang Yue and Prof. Graham Neubig at CMU LTI; as well as Prof. Huazhe Xu and Prof. Furong Huang at Tsinghua University and UMD.

I am still exploring my research interests. My recent research touches on a few keywords: learning and inference dynamics, agent systems, and AI for scientific discovery.

My original name could be hard to pronounce sometimes. Happy to call me Ziyu (IPA: /tsɯˇ. yˋ/) or Maggie if you like, I react to both of them!

Maggie Huan Maggie Huan Maggie Huan Maggie Huan Maggie Huan Maggie Huan
Publications
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
Maggie Huan*, Yuetai Li*, Tuney Zheng*, Xiaoyu Xu, Seungone Kim, Minxin Du, Radha Poovendran, Graham Neubig, Xiang Yue
ICML 2026 Huggingface #2 paper of the day
World Models with Hints of Large Language Models for Goal Achieving
Zeyuan Liu*, Maggie Huan*, Xiyao Wang, Jiafei Lyu, Jian Tao, Xiu Li†, Furong Huang†, Huazhe Xu†
NAACL 2025 Oral