Portrait of Yuchen Guo

Yuchen Guo

Computer Science Department, McCormick School of Engineering

Northwestern University

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. Now, I am a research intern in MLL Lab at Northwestern, advised by Prof. Manling Li.

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.

📧 Email: yuchenguo2027@u.northwestern.edu

Publications

SAM3-I paper preview
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.
ArXiv Preprint 2025
DAEFuse paper preview
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion
Yuchen Guo, Ruoxiang Xu, Rongcheng Li, Weifeng Su✉.
IEEE International Conference on Multimedia & Expo 2025 (ICME 2025)
Oral Presentation
Fuse4Seg paper preview
Fuse4Seg: Understanding Medical Image Segmentation via Image Fusion
Yuchen Guo, Weifeng Su✉.
ArXiv Preprint 2025
Fuse4Seg paper preview
Multi-LoRA Composition for Efficiently Learning Fine-Grained Font Styles
Zixuan Wang, Mingfu Yan, Zhenping Li, Yuchen Guo, Bin Fu✉.
IEEE International Conference on Multimedia & Expo 2025 (ICME 2025) Workshops
AIART - Artificial Intelligence for Art Creation
🚧
Under Construction
Additional publications, projects, and CV will be added soon.