[](data:image/svg+xml;base64,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)

The fight itself towards the summits suffices to fill a man’s heart.


avatar_hu4405ceb00023a43555533d4448f2a791_4484210_270x270_fill_q75_lanczos_center.jpg

Siwei Yang is a first-year Ph.D. student at UCSC supervised by Prof. Cihang Xie.

He received his Bachelor’s Degree in Computer Science at Tongji University, Shanghai, China. He was an research assistant supervised by Prof. Yin Wang at Tongji University. After graduation, he has worked as a visiting research assistant at MMLab@HKUST under the supervision of Prof. Dan Xu and a research summer intern at CCVL@JHU under the supervision of Prof. Alan Yuille and Prof. Hang Zhao.

<aside> <img src="/icons/promoted_blue.svg" alt="/icons/promoted_blue.svg" width="40px" /> [Google Scholar][GitHub][Twitter]

</aside>

Academic_Resume.pdf

Research Interests

Education

News

Publications

*****: equal contribution


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Preprint 2024

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Yunfei Xie*, Juncheng Wu*, Haoqin Tu*, Siwei Yang*, Bingchen Zhao, Yongshuo Zong, Qiao Jin, Cihang Xie, Yuyin Zhou


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Preprint 2024

WebAgent-90K: A Large-Scale Dataset for Fine-Tuning Agent for Automatic Web Browsing Tasks

Bingchen Zhao*, Siwei Yang*, Cihang Xie


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ICLR 2025

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Mude Hui*, Siwei Yang*, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Yuyin Zhou, Cihang Xie


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Preprint 2024

AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability in Algorithmic Environments

Siwei Yang*, Bingchen Zhao*, Cihang Xie


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TPAMI 2024

OOD-CV-v2: An extended benchmark for robustness to out-of-distribution shifts of individual nuisances in natural images

Bingchen Zhao, Jiahao Wang, Wufei Ma, Artur Jesslen, Siwei Yang, Shaozuo Yu, Oliver Zendel, Christian Theobalt, Alan Yuille, Adam Kortylewski