Nanyang Technological University (NTU)
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Zongrui Li

Ph.D. Student
Rapid-Rich Object Search Lab (ROSE),
Nanyang Technological University (NTU)
zongrui001@e.ntu.edu.sg


Short Bio

I am a fourth-year Ph.D. student at the Rapid-Rich Object Search Lab (ROSE) at Nanyang Technological University (NTU), supervised by Prof. Jiang Xudong and Dr. Qian Zheng. I received the Master degree at the School of Electrical and Electronic Engineering, NTU, majoring in computer control and automation, and the Bachelor degree at the School of Traffic and Transportation, Beijing Jiaotong University (BJTU), majoring in Intelligent Transportation Engineering.

My research interests are broad due to my interdisciplinary background. Previously, I was mainly working on reinforcement learning and multi-agent systems. Now, I focus more on computer vision and computer graphics, working on projects involving PBR, photometric stereo, NeRF, and generative model (especially for 3D generation).

Research Interests

Working Experiences

News

  • [Jan. 2026] Will join NTU as a postdoctoral researcher in March under Prof. Jiang Xudong.
  • [Jan. 2026] One Paper accepted to ICLR 2026 🎉🎉

Selected Publications [Google Scholar]

# corresponding author, * equal contribution.

  1. ICLR 2026
    Monocular Normal Estimation via Shading Sequence Estimation
    Zongrui Li*, Xinhua Ma*, Minghui Hu, Yunqing Zhao, Yingchen Yu, Qian Zheng, Chang Liu, Xudong Jiang, Song Bai
    International Conference on Learning Representations (ICLR), 2026

  2. arXiv
    Hao Zhang, Jiahao Luo, Bohui Wan, Yizhou Zhao, Zongrui Li, Michael Vasilkovsky, Chaoyang Wang, Jian Wang, Narendra Ahuja, Bing Zhou
    arXiv Preprint, 2026

  3. TPAMI
    Xiaoyao Wei, Zongrui Li#, Binjie Ding, Boxin Shi, Xudong Jiang, Gang Pan, Qian Zheng#, Yanlong Cao#
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

  4. ECCV 2024
    Zongrui Li*, Minghui Hu*, Qian Zheng, Xudong Jiang
    European Conference on Computer Vision (ECCV), 2024

  5. CVPR 2024
    Zongrui Li*, Zhan Lu*, Haojie Yan, Boxin Shi, Gang Pan, Qian Zheng, Xudong Jiang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

  6. CVPR 2023
    Zongrui Li, Qian Zheng, Boxin Shi, Gang Pan, Xudong Jiang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

  7. Professional Services

    • Conference Reviewer: CVPR, AAAI, WACV, NeurIPS, ICIVC.

    Contact

    Affiliation: Rapid-Rich Object Search Lab (ROSE), Nanyang Technological University

    Email: zongrui001@e.ntu.edu.sg