Shiqian Su

I am a third-year Ph.D. student in the Department of Electronic Engineering at Tsinghua University, where I am fortunate to be advised by Prof. Jifeng Dai.

I have completed my bachelor’s degree in the Department of Physics at Tsinghua in 2024. Additionally,I was an exchange student at the Department of Information Technology and Electrical Engineering at ETH Zürich in 2023.

I now serve as an AI Research Intern at Naive AI, founded in early 2026 and aiming to develop intelligent self-improving systems. I was also with MiroMind during 2025, where I primarily focused on Agent framework development and other frontier research.

My research focuses on LLM training algorithms and agent systems. These fields continuously present new challenges and opportunities, and I am excited to contribute to the community’s efforts in realizing a better HUMAN future with the help of AI.

I believe AI has the potential to revolutionize how human civilization works, pushing civilization intelligence far beyond humanity’s. The future is full of possibilities, and I am also enthusiastic about exploring startup opportunities. If you are interested in this field, don’t hesitate to get in touch!

News

• 2025/08 : We have released an open-source agent🤖 framework that sets a new state-of-the-art.
• 2024/09 : Joined Fundamental Vision Group as a Ph.D. student 🎉🎉.
• 2024/07 : Graduated from Tsinghua University with a bachelor’s degree in Mathematics and Physics, and awarded Excellent Graduate Student (top 1.5%).

Selected Works

MiroFlow: Towards High-Performance, Robust, and Open-Source Reproducible Agent Framework for General Research Tasks

MiroMind Team, as first core contributor
Preprint / Paper / Blog / GitHub / Demo

ZeroGUI: Automating Online GUI Learning at Zero Human Cost

Yang, C.*, Su, S.*, Liu, S.*, Dong, X.*, Yu, Y.*, Su, W.*, ... & Dai, J.
Preprint / Paper / Model / Code

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding

Tao, C.*, Su, S.*, Zhu, X.*, Zhang, C., Chen, Z., Liu, J., ... & Dai, J.
CVPR 2025 / Paper / Model

Learning 1D Causal Visual Representation with De-focus Attention Networks

Tao, C.*, Zhu, X.*, Su, S.*, Lu, L., Tian, C., Luo, X., ... & Dai, J.
NeurIPS 2024 / Paper / Code

Honors and Awards

• 2024/07 : Excellent Graduate Student (top 1.5%), Tsinghua University.
• 2022/12 : National Scholarship, Ministry of Education of the People’s Republic of China.
• 2022/12 : Academic Excellence Scholarship, Tsinghua University.
• 2021/12 : National Scholarship, Ministry of Education of the People’s Republic of China.
• 2021/12 : Academic Excellence Scholarship, Tsinghua University.
• 2020/09 : Freshmen Scholarship, Tsinghua University.
• 2018/11 : The 35nd Chinese Physics Olympiad (CPhO) Gold Medal, Chinese Physical Society.