Dr. Ruirui Li

Time：2024-12-26Views：10

Dr. Ruirui Li


Associate Professor

Director of BUCT Vision  Lab

Email: liruirui@mail buct.edu.cn

Background                                                                  

Dr. Ruirui Li is currently an Associate Professor at College of Information Science and Technology, Beijing University of Chemical Technology, and director of Buct Vision Lab.

Areas of Research of Expertise

  • Imperfect data earning

  • Multimodal language model

  • Medical image processing

Teaching                                             

Undergraduate Teaching

  • Digital Image Processing

  • Computer Animation and 3D Games(Pratice  course)

Postgraduate Teaching

  • Deep Learning

Research                                                

Funded Research Projects

The National Natural Science Foundation of China:

  • Research on instance-level semantic segmentation method of high-resolution remote sensing images based on graph perception

Main Achievements & Awards

  • Outstanding Supervisor of Undergraduate Thesis of BUCT

  • Outstanding Supervisor of Undergraduate Thesis of Beijing

Five Representative Publications                                           

  1. Naihao Wang, YuKun Yang, Haixin Yang, Ruirui Li*.Enhancing Fairness and Robustness in Label-Noise Learning through Advanced Sample Selection and Adversarial Optimization. ICPR 2024 oral paper (CAAI B，CCF C)

  2. Naihao Wang, Shushi Hong,Kexin Meng, Ruirui Li*. Enhancing the Quality of Pseudo Labels in 2D Human Pose Estimation via a Debiasing-Teacher Approach ICPR 2024 (CAAI B，CCF C)

  3. Naihao Wang and Ruirui Li* .A Comprehensive Framework for Debiased Sample Selection across All Noise Types PRICAI2024 oral paper (CCF C)

  4.  Jiarun. Liu, Daguang. Jiang, Yunkun. Yang and Rruirui. Li*, "Agreement or Disagreement in Noise-tolerant Mutual Learning?," 2022 26th International Conference on Pattern Recognition (ICPR), 2022, pp. 4801-4807, doi: 10.1109/ICPR56361.2022.9956595.  (CAAI B，CCF C)

  5.  Jiarun. Liu, Ruirui. Li*, Chuan. Sun, Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction. IEEE Transactions on Medical Imaging, 2021, 40(12): 3580-3592. doi: 10.1109/TMI.2021.3091178. (一区 SCI IF=10.048)