Yuchen Guo

Bio

I am currently pursuing the Master of Science in Artificial Intelligence at Northwestern University, Evanston, Illinois, United States, and I received my Bachelor of Science in Computer Science and Technology from Hong Kong Baptist University, Zhuhai, China.

Previously, I worked as research intern at XPixel Group, Multimedia Laboratory (MMLab), Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences (SIAT, CAS), advised by Prof. Chao Dong. And I also conducted research at the Institute for AI Industry Research (AIR), Tsinghua University, advised by Prof. Yilun Chen.

Additionally, I was a Summer Visiting Student in Artificial Intelligence and Machine Learning at the University of Oxford, advised by Prof. Tom Rainforth.

I also work closely with Dr. Shihao Zou at SIAT and Dr. Wei Ji at Yale.

📧 Email: yuchenguo2027@u.northwestern.edu

Publications

Note: ^* indicates equal contribution.

SAM3-I: Segment Anything with Instructions

Jingjing Li^*, Yue Feng^*, Yuchen Guo^*, Jincai Huang^*, Yongri Piao, Qi Bi, Miao Zhang, Xiaoqi Zhao, Qiang Chen, Shihao Zou✉, Wei Ji✉, Huchuan Lu, Li Cheng.

Annual Meeting of the Association for Computational Linguistics (ACL 2026)
Main Conference

📄 Paper