Qiuyi Ding
I am an undergraduate student in Computer Science at the University of Michigan. I was advised by Prof. Andrew Owens during my honors program. I was also fortunate to collaborate with Prof. Ang Chen and Patrick Kon, who provided me with invaluable experience at the very beginning.
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Research Interests
I'm interested in computer vision, deep learning, generative AI, and image processing. Most of my research focuses on AI agents for scientific experimentation and automation.
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Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
Patrick Tser Jern Kon,
Jiachen Liu,
Qiuyi Ding,
Yiming Qiu,
Zhenning Yang,
Yibo Huang,
Jayanth Srinivasa,
Myungjin Lee,
Mosharaf Chowdhury,
Ang Chen
arXiv, 2025
project page
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arXiv
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GitHub
An AI agent framework designed to automate scientific experimentation with rigor at its core. From reproducing existing results to extending and challenging them, Curie enables researchers to move scientific research at the speed of thought.
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EXP-Bench: Can AI Conduct AI Research Experiments?
Patrick Tser Jern Kon,
Jiachen Liu,
Xinyi Zhu,
Qiuyi Ding,
Jingjia Peng,
Jiarong Xing,
Yibo Huang,
Yiming Qiu,
Jayanth Srinivasa,
Myungjin Lee,
Mosharaf Chowdhury,
Matei Zaharia,
Ang Chen
Under Submission, 2025
arXiv
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Hugging Face
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GitHub
We introduce a large-scale benchmark of 461 AI research experiments and 12,000+ subtasks to evaluate whether AI agents can conduct end-to-end scientific experimentation.
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