Xueqing Gao
xqgao_tj AT outlook DOT com Tensor2023
I’m currently a Full-Stack AI Engineer at Agent Arena.
My primary research interest is developing learning architectures with stronger generalization. My long-standing fascination with neuroscience, together with my previous work on brain structure, continues to shape the questions that motivate my research.
I graduated from Tongji University in July 2025 with a Bachelor’s degree in Optoelectronic Information Science and Engineering. I previously conducted research as a visiting student in Prof. Yuchuan Qiao’s group at Fudan University, collaborating with Prof. Yonggang Shi at the University of Southern California, and then worked as a research assistant at Westlake University, supervised by Prof. Haibin Ling.
📝 Recent Update
The Generalization Imperative (4/4): Interpretability, Weak-to-Strong, and the Path Forward →
A 4-part survey of 43 papers on generalization in deep learning — from grokking to causal reasoning, from world models to weak-to-strong supervision.
📰 News
| Jul 02, 2026 | My AI-native game OpenPixel-RPG reached 170+ stars and 15 forks on GitHub. Thank you all for the support and interest! |
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| Nov 01, 2025 | I gave an invited talk at the Medical Image Computing Seminar (MICS) on UFO-3: Unsupervised Prediction of White Matter Fibers, presenting our MICCAI 2025 oral work. Thanks to the organizers for the opportunity! |
| Sep 16, 2025 | A paper was published in Nano Letters. Congratulations to Zhenxing! |
📄 Selected Publications
*†Equal contribution, *Corresponding author
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Scattering-Aware Unpaired Test-Time Haze Refinement
Xueqing Gao, Zhijian Wu, Bingyao Huang, Yefeng Zheng, Haibin Ling*
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UFO-3: Unsupervised three-compartment learning for rapid fiber orientation distribution function estimation MICCAI 2025 (Oral, Top 2.2% acceptance) Xueqing Gao†, Rizhong Lin†, Jianhui Feng, Yonggang Shi, Yuchuan Qiao* Slides
Miscellaneous
Here is a Video of me playing my high school (Nanning No.2 High School) alma mater song on the harmonica. I love music.
I like Barbie, especially Barbie: Princess Charm School.
Last updated: Jul. 6, 2026