Xiaoming Li <br> （李晓明）

Xiaoming Li
（李晓明）

I am an incoming Associate Professor with PRLab at the School of Intelligence Science and Technology, Nanjing University (Suzhou Campus). Currently, I am a research fellow at MMLab@NTU, Nanyang Technological University, Singapore, working with Prof. Chen Change Loy. I obtained my joint Ph.D degrees from Harbin Institute of Technology and The Hong Kong Polytechnic University, under the supervision of Prof. Wangmeng Zuo and Prof. Lei Zhang. My research interests lie in high-fidelity image restoration (face/text) and controllable image generation.

Openings / 招生信息

We are actively looking for passionate and talented students to join our research group at Nanjing University (Suzhou). If you are interested in working on image restoration and image/video generation/editing, please send me an email with your CV.

我们课题组长期欢迎有志于图像/视频复原/编辑、生成模型等方向的优秀同学加入！有意向的同学请发送简历至我的邮箱。

招收对象

  • 本科生： 南京大学及其他高校大一至大三学生，需保证至少一年的进组科研时间或者完成一个完整工作，表现优秀者提供科研补助。
  • 研究生： 硕士/博士研究生，欢迎计算机、数学等相关专业背景。
  • 研究人员： 全职/兼职研究助理 (RA)。

🔥 News

  • 2025.12:   One paper is accepted in IJCV.
  • 2025.11:   获得 中国图象图形学学会自然科学二等奖，排名3/5.

📝 Selected Publications

IJCV 2026
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AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation

International Journal of Computer Vision, 2026

Xinyu Hou, Xiaoming Li, Chen Change Loy

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AAAI 2026
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RefSTAR: Blind Facial Image Restoration with Reference Selection, Transfer, and Reconstruction

The Association for the Advancement of Artificial Intelligence, 2026

Zhicun Yin, Junjie Chen, Ming Liu, Zhixin Wang, Fan Li, Renjing Pei, Xiaoming Li, Rynson WH Lau, Wangmeng Zuo

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TPAMI 2025

Enhanced Generative Structure Prior for Chinese Text Image Super-Resolution

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

Xiaoming Li, Wangmeng Zuo, Chen Change Loy

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ICCV 2025
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Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis

International Conference on Computer Vision, 2025

Xinyu Hou, Zongsheng Yue, Xiaoming Li, Chen Change Loy

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CVPR 2024
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When stylegan meets stable diffusion: a w+ adapter for personalized image generation

IEEE International Conference on Computer Vision and Pattern Recognition, 2024

Xiaoming Li, Xinyu Hou, Chen Change Loy

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ECCV 2024
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Combining Generative and Geometry Priors for Wide-Angle Portrait Correctionn

European Conference on Computer Vision, 2024

Lan Yao, Chaofeng Chen, Xiaoming Li, Zifei Yan, Wangmeng Zuo

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TPAMI 2023
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Learning Dual Memory Dictionaries for Blind Face Restoration

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

Xiaoming Li, Shiguang Zhang, Shangchen Zhou, Lei Zhang, Wangmeng Zuo

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CVPR 2023
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Learning Generative Structure Prior for Blind Text Image Super-resolution

IEEE International Conference on Computer Vision and Pattern Recognition, 2023

Xiaoming Li, Wangmeng Zuo, Chen Change Loy

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ECCV 2022
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From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution

European Conference on Computer Vision, 2022

Xiaoming Li, Chaofeng Chen, Xianhui Lin, Wangmeng Zuo, Lei Zhang

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CVPR 2022
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Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis

IEEE International Conference on Computer Vision and Pattern Recognition, 2022

Zhengyao Lv, Xiaoming Li, Zhenxing Niu, Bing Cao, Wangmeng Zuo

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CVPR 2021
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Progressive semantic-aware style transformation for blind face restoration

IEEE International Conference on Computer Vision and Pattern Recognition, 2021

Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan-Yee K Wong

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CVPR 2021
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Learning Semantic Person Image Generation by Region-Adaptive Normalization

IEEE International Conference on Computer Vision and Pattern Recognition, 2021

Zhengyao Lv, Xiaoming Li, Xin Li, Fu Li, Tianwei Lin, Dongliang He, Wangmeng Zuo

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ECCV 2020
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Blind Face Restoration via Deep Multi-scale Component Dictionaries

European Conference on Computer Vision, 2020

Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo, Lei Zhang

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CVPR 2020

Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion

IEEE International Conference on Computer Vision and Pattern Recognition, 2020

Xiaoming Li, Wenyu Li, Dongwei Ren, Hongzhi Zhang, Meng Wang, Wangmeng Zuo

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ECCV 2018
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Learning Warped Guidance for Blind Face Restoration

European Conference on Computer Vision, 2018

Xiaoming Li, Ming Liu, Yuting Ye, Wangmeng Zuo, Liang Lin, Ruigang Yang

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ECCV 2018
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Shift-Net: Image Inpainting via Deep Feature Rearrangement

European Conference on Computer Vision, 2018

Zhaoyi Yan, Xiaoming Li, Mu Li, Wangmeng Zuo, Shiguang Shan

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📖 Educations

  • 2019.01 - 2022.09, The Hong Kong Polytechnic University, Joint PhD, Suprevisor: Prof. Lei Zhang.
  • 2016.09 - 2021.09, Harbin Institute of Technology, PhD, Supervisor: Prof. Wangmeng Zuo.
  • 2013.09 - 2016.07, Harbin Institute of Technology, Master.
  • 2009.09 - 2013.07, Harbin Institute of Technology, Bachelor.

💻 Internships

The website template is adapted from RayeRen. Last updated: January 2, 2026