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2A8B8

Luo Xianrui

Position:Postdoctoral Researcher

Address:Room 214, New Civil Engineering Building, Tsinghua University, Beijing, China

Email: xianruiluo@mail.tsinghua.edu.cn

Personal Site: https://xianrui-luo.github.io/

Educational Background

Bachelor of Automation, Huazhong University of Science and Technology, China    2016--2020

Doctor of Artificial Intelligence, Huazhong University of Science and Technology, China 2020--2025
Work Experience
Project Officer, S-Lab for Advanced Intelligence, Nanyang Technological University, 2023--2024

Research Interests

Low-level vision, 3D vision, multi-modal and construction automation.

Research Projects

S-Lab Funding Project on Human Avatar Modeling Nov 2023 – Nov 2024

        I serve as a core member responsible for: 1. collecting the datasets required for the character animation task. I also clean the collected data to ensure its accuracy and availability, and provide a high-quality foundation for the subsequent training of the action generation model. 2. capturing and synthesizing data for the human avatar modeling task. I conduct research on high-fidelity human avatar reconstruction, collaborating closely with team members.


Vivo Funding Project on Simulation of Bokeh Effect from DSLR Jan 2023 – Dec 2023

         I serve as a core member responsible for realistic bokeh synthesis for smartphone photography, I analyze experimental results and provide ideas to improve visualizations.
Representative Academic Achievements

1. Xianrui Luo, Zijin Wu, Juewen Peng, Huiqiang Sun, Zhiguo Cao, and Guosheng Lin. "Dual-Camera All-in-Focus Neural Radiance Fields." IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 47.5 (2025): 4075-4089. (IF: 20.8)

2. Xianrui Luo, Juewen Peng, Ke Xian, Zijin Wu, and Zhiguo Cao. “Defocus to Focus: Photo-realistic Bokeh Rendering by Fusing Defocus and Radiance Priors.” Information Fusion, 2023, 89:320–335 (IF: 14.8)

3. Xianrui Luo, Juewen Peng, Weiyue Zhao, Ke Xian, Hao Lu, and Zhiguo Cao.“Point-and-Shoot All-in-Focus Photo Synthesis From Smartphone Camera Pair.” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023, 33(5):2088–2101. (IF: 8.3)

4. Xianrui Luo, Huiqiang Sun, Juewen Peng, and Zhiguo Cao. “Dynamic Neural Radiance Field From Defocused Monocular Video.” Proceedings of the European Conference on Computer Vision (ECCV), Milan, Italy, 2024, 142–159. (Top conference in computer vision)

5. Xianrui Luo, Juewen Peng, Ke Xian, Zijin Wu, and Zhiguo Cao. “Bokeh Rendering from Defocus Estimation.” European Conference on Computer Vision Workshops (ECCVW), Virtual, 2020, 245–261. (Top conference in computer vision)

6. Yachuan Huang, Xianrui Luo, Qiwen Wang, Liao Shen, Jiaqi Li, Huiqiang Sun, Zihao Huang, Wei Jiang, Zhiguo Cao. “BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching” Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Singapore, Singapore, 2026. (Top conference in artificial intelligence)

7. Juewen Peng, Zhiguo Cao, Xianrui Luo, Ke Xian, Wenfeng Tang, Jianming Zhang, and Guosheng Lin. “Bokehme++: Harmonious Fusion of Classical and Neural Rendering for Versatile Bokeh Creation.” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025, 47(3):1530–1547. (IF: 20.8)

8. Juewen Peng, Zhiguo Cao, Xianrui Luo, Hao Lu, Ke Xian, and Jianming Zhang.“Bokehme: When Neural Rendering Meets Classical Rendering.” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022, 16283–16292. (Top conference in computer vision)

9. Juewen Peng, Jianming Zhang, Xianrui Luo, Hao Lu, Ke Xian, and Zhiguo Cao. “Mpib: An Mpi-based Bokeh Rendering Framework for Realistic Partial Occlusion Effects.” European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022, 590–607. (Top conference in computer vision)

10. Juewen Peng, Xianrui Luo, Ke Xian, and Zhiguo Cao. “Interactive Portrait Bokeh Rendering System.” IEEE International Conference on Image Processing (ICIP), Anchorage, USA, 2021, 2923–2927.

11. Weiyue Zhao, Xin Li, Zhan Peng, Xianrui Luo, Xinyi Ye, Hao Lu, and Zhiguo Cao. “Fast Full-frame Video Stabilization with Iterative Optimization.” IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 2023, 23534–23544. (Top conference in computer vision)

12. Juewen Peng, Zhiyu Pan, Chengxin Liu, Xianrui Luo, Huiqiang Sun, Liao Shen, Ke Xian, and Zhiguo Cao. “Selective Bokeh Effect Transformation.” IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada, 2023, 1456–1464. (Top conference in computer vision)

Professional Service

Conference Reviewer of CVPR, ICCV, ECCV, ACMMM, WACV

Journal Reviewer of IEEE TCSVT, Automation in Construction

Honors and Awards

National Scholarship (Top 1%), Huazhong University of Science and Technology, 2024

Merit Student (Top 5%), Huazhong University of Science and Technology, 2016, 2023

Outstanding Graduates, Huazhong University of Science and Technology, 2020, 2025