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
- Computer Vision: Photometric stereo, representation learning, 3D perception
- Computer Graphics: PBR, inverse rendering, NeRF
- Generative Models: 3D generation, diffusion, consistency distillation
- Reinforcement Learning: Multi-agent systems (previous work)
Working Experiences
- Sep. 2025 - Jan. 2026, Research intern at MiroMind, Singapore.
- Apr. 2025 - Sep. 2025, Research intern at TikTok, Singapore.
- Aug. 2020 - Aug. 2021, Research intern at Institute for Infocomm Research (I2R), A*STAR, Singapore.
- Apr. 2019 - Apr. 2020, Research intern at Institute of Software, Chinese Academy of Sciences, China.
News
# corresponding author, * equal contribution.
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ICLR 2026
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, Oral Presentation (Top 1.18%)
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arXiv
Hao Zhang, Jiahao Luo, Bohui Wan, Yizhou Zhao, Zongrui Li, Michael Vasilkovsky, Chaoyang Wang, Jian Wang, Narendra Ahuja, Bing Zhou
arXiv Preprint, 2026
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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
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ECCV 2024
Zongrui Li*, Minghui Hu*, Qian Zheng, Xudong Jiang
European Conference on Computer Vision (ECCV), 2024
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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
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CVPR 2023
Zongrui Li, Qian Zheng, Boxin Shi, Gang Pan, Xudong Jiang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
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