Rui Li (李锐)

Rui Li (李锐)

Harbin Institute of Technology & Shanghai AI Laboratory Joint Ph.D. Student

I graduated from Central South University with a degree in Computer Science and Technology. I am currently a first-year joint Ph.D. student at Harbin Institute of Technology and Shanghai AI Laboratory, supervised by Wangmeng Zuo and Dongzhan Zhou. My primary research interests lie in AI for Science (AI4SCI), Embodied AI.

If you are interested in connecting or discussing potential collaborations, feel free to email me.

🔥 News

  • 2026.05:  🎉🎉 Our paper “LabBuilder” is accepted by ICML 2026!
  • 2025.09:  🎉🎉 Our paper “LabUtopia” is accepted by NeurIPS 2025!
  • 2025.07:  🎉🎉 Our paper “CFSSeg” is accepted by ACM MM 2025!
  • 2024.10:  🎉🎉 My first paper is accepted by BIBM2024.
  • 2024.09:  🎉🎉 Excited to join the Shanghai AI Laboratory as a PHD student in AI4Science.

📝 Publications

†: Corresponding Author , *: Equal Contribution

ICML 2026
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LabBuilder: Protocol-Grounded 3D Layout Generation for Interactable and Safe Laboratory

Jianbao Cao, Zhangrui Zhao, Bohan Feng, Zixuan Hu, Rui Li, Haiyuan Wan, Chenxi Li, Jingyuan Li, Wenzhe Cai, Lei Bai, Wanli Ouyang, Lingyu Duan, Di Huang, Mingting Pan, Sha Zhang, Xinzhu Ma, Shixiang Tang†, Dongzhan Zhou†

International Conference on Machine Learning (ICML), 2026

ArXiv

Preprint
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CoEnv: Driving Embodied Multi-Agent Collaboration via Compositional Environment

Li Kang, Yutao Fan, Rui Li, Heng Zhou, Yiran Qin, Zhemeng Zhang, Songtao Huang, Xiufeng Song, Zaibin Zhang, Bruno N.Y. Chen, Zhenfei Yin, Dongzhan Zhou, Wangmeng Zuo, Lei Bai

Preprint, 2026

ArXiv | Website

NeurIPS 2025
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LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents

Rui Li*, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, Lei Bai, Wangmeng Zuo, Ling-Yu Duan†, Dongzhan Zhou†, Shixiang Tang†

NeurIPS 2025 Dataset and Benchmark Track

Paper | Website | Code | Dataset

ACM MM 2025
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CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds

Jiaxu Li*, Rui Li*, Jianyu Qi, Songning Lai, Linpu Lv, Kejia Fan, Jianheng Tang, Yutao Yue, Dongzhan Zhou, Yuanhuai Liu, Huiping Zhuang†

ACM International Conference on Multimedia (ACM MM), 2025

ArXiv

ICASSP 2025
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AIDC: Benchmark for Analytical Learning in Incremental Disease Classification

Rongchang Zhao, Jianyu Qi, Rui Li, Zhijie Zheng,Jian Zhang,Jiaxu Li†

2025 IEEE International Conference on Acoustics, Speech, and Signal Processing

BIBM 2024
sym

HFGS: High-Frequency Information Guided Net for Multi-Regions Pseudo-CT Synthesis

Rongchang Zhao, Jianyu Qi, Rui Li, Teng Yang, Jiaxu Li, Jian Zhang, and Zijian Zhang†

IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024.

📖 Educations

  • 2021.09 - 2025.07, Computer Science And Engineering, Central South University, Changsha, China.
  • 2025.09 - present, Joint Ph.D. Student, Harbin Institute of Technology & Shanghai AI Laboratory, China.