Xiaoyun Yuan bio photo

Dr. Xiaoyun Yuan
Associate Professor

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View full publications on Google Scholar, and project details on our Lab Page. (*: equal contribution, ✉: corresponding author)

Recent Publications

LUCID
A skin-conformal rigid-in-soft array-based imaging system
Xiaoyun Yuan*, Jianing Zhang*, Youhai Liu, Yichen Wang, Lu Fang✉
Nature Communications 2026
Project Page Paper
LUCID
LUCID: Learning Unified Control for Image Deflaring and Exposure Mastery in Nighttime Photography
Tingyu Yang, Yuan Cheng, Xiaoyun Yuan✉
Siggraph 2026 Accept
arXiv Project Page GitHub
3M-TI
3M-TI: High-Quality Mobile Thermal Imaging via Calibration-free Multi-Camera Cross-Modal Diffusion
Minchong Chen*, Xiaoyun Yuan*✉, Junzhe Wan, Jianing Zhang, Jun Zhang
CVPR 2026 Accept (arXiv:2511.19117)
Paper Code Project Page
Integrated lithium niobate photonics
Integrated lithium niobate photonics for sub-ångström snapshot spectroscopy
Zhiyang Yao*, Shuyang Liu*, Yingce Wang*, Xiaoyun Yuan, Lu Fang✉
Nature 2025
Paper
DMDiff
Degradation-Modeled Multipath Diffusion for Tunable Metalens Photography
Jianing Zhang, Jiayi Zhu, Feiyu Ji, Xiaokang Yang, Xiaoyun Yuan✉
ICCV 2025 Highlight (Score: 6, 6, 6)
Paper Code Data Project Page
GBR
GBR: Generative Bundle Refinement for High-fidelity Gaussian Splatting with Enhanced Mesh Reconstruction
Jianing Zhang, Yuchao Zheng, Ziwei Li, Qionghai Dai, Xiaoyun Yuan✉
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2025 (arXiv:2412.05908)
Paper Project Page

Selected Journal Publications

Dual-neuron optical-artificial learning
Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning
Xiaoyun Yuan, Yong Wang, Zhihao Xu, Tiankuang Zhou, Lu Fang✉
Nature Communications 2023 Editors' Highlight
Paper
Functional photoacoustic computed tomography
Massively parallel functional photoacoustic computed tomography of the human brain
Shuai Na*, Jonathan J. Russin*, Li Lin*, Xiaoyun Yuan*, Peng Hu, Kay B. Jann, Lirong Yan, Konstantin Maslov, Junhui Shi, Danny J. Wang, Charles Y. Liu✉, Lihong V. Wang✉
Nature Biomedical Engineering 2022
Paper
Modular hierarchical array camera
A modular hierarchical array camera
Xiaoyun Yuan*, Mengqi Ji*, Jiamin Wu, David J. Brady, Qionghai Dai, Lu Fang✉
Light: Science & Applications 2021 Cover Article
Paper
Multichannel optical computing
A multichannel optical computing architecture for advanced machine vision
Zhihao Xu*, Xiaoyun Yuan*, Tiankuang Zhou, Lu Fang✉
Light: Science & Applications 2022 Editors' Highlight
Paper
Photonic neuromorphic architecture
Photonic neuromorphic architecture for tens-of-task lifelong learning
Yuan Cheng*, Jianing Zhang*, Tiankuang Zhou, Yuyan Wang, Zhihao Xu, Xiaoyun Yuan, Lu Fang✉
Light: Science & Applications 2024
Paper
3D photoacoustic computed tomography
High-speed three-dimensional photoacoustic computed tomography for preclinical research and clinical translation
Li Lin*, Peng Hu*, Xin Tong*, Shuai Na*, Rui Cao, Xiaoyun Yuan, David C Garrett, Junhui Shi, Konstantin Maslov, Lihong V Wang✉
Nature Communications 2021
Paper
GigaMVS
GigaMVS: a benchmark for ultra-large-scale gigapixel-level 3D reconstruction
Jianing Zhang*, Jinzhi Zhang*, Shi Mao*, Mengqi Ji, Guangyu Wang, Zequn Chen, Tian Zhang, Xiaoyun Yuan, Qionghai Dai, Lu Fang✉
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2021
Paper Dataset Page
Magic glasses
Magic glasses: from 2D to 3D
Xiaoyun Yuan*, Difei Tang*, Yebin Liu, Qing Ling, Lu Fang✉
IEEE Transactions on Circuits and Systems for Video Technology (CSVT) 2017
Paper

Selected Conference Publications

PANDA
Panda: A gigapixel-level human-centric video dataset
Xueyang Wang*, Xiya Zhang*, Yinheng Zhu*, Yuchen Guo*, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David Brady, Qionghai Dai, Lu Fang✉
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Paper Dataset Page
Multiscale-VR
Multiscale-vr: Multiscale gigapixel 3d panoramic videography for virtual reality
Jianing Zhang*, Tianyi Zhu*, Anke Zhang*, Xiaoyun Yuan*, Zihan Wang, Sebastian Beetschen, Lan Xu, Xing Lin, Qionghai Dai, Lu Fang✉
IEEE International Conference on Computational Photography (ICCP) 2020
Paper
Multiscale gigapixel video
Multiscale gigapixel video: A cross resolution image matching and warping approach
Xiaoyun Yuan, Lu Fang✉, Qionghai Dai, David J Brady, Yebin Liu✉
IEEE International Conference on Computational Photography (ICCP) 2017
Paper
SPECAT
SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction
Zhiyang Yao, Shuyang Liu, Xiaoyun Yuan, Lu Fang✉
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
Paper