About Me

I am Yifei Qu, an incoming Ph.D. student in a joint program between Harbin Institute of Technology (HIT) and Shanghai AI Laboratory, under the supervision of Prof. Peng Liu and Prof. Bin Zhao. I am currently completing my B.Eng. in Computer Science and Technology at Harbin Institute of Technology (HIT), Weihai, advised by Prof. Ru Li.

My research interests lie in low-level vision and embodied AI.

Publications

"*" means authors contribute equally. "#" means corresponding author.

2026

SCOPE-Router

SCOPE-Router: Cost-Aware Open-Set VLM Routing for Execution-Oriented Tasks

arXiv, 2026

Tao Yu*, Yifei Qu*, Zhiqing Cui*, Pengfei Zhou#, Zhongtian Luo, Yujia Yang, Shenghua Chai, Haopeng Jin, Zhenghao Zhang, Xinming Wang, Hongzhu Yi#, Wangbo Zhao, Zhenglin Wan, Yan Huang#, Yeshani, Jinwen Luo, Yang You

Paper | Code | BibTex

PGL-Net

Efficient Real-World Dehazing via Physics-Inspired Global-Local Decoupling

arXiv, 2026

Yifei Qu, Ru Li#, Junjie Chen, Jinyuan Wu

Paper | Code | BibTex

Education

Projects

  • 2024.07-2025.08 | Dam Inspection ROV System