Bio: I am currently a Ph.D. student at Xi’an Jiaotong University (XJTU), under the supervision of Associate Professor Shi Bin. I obtained my M.s. and B.s. degrees from Xi’an Jiaotong University and Xiamen University of Technology, respectively. My primary research interests lie in the field of weakly supervised learning, including label noise learning and partial label learning.

Publications

• Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning.[Code]
  • Rui Zhao, Bin Shi, Jianfei Ruan, Tianze Pan, Bo Dong.
  • Proceedings of the 35th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR’24), 2024.
• Biased Complementary-Label Learning Without True Labels.
  • Jianfei Ruan, Qinghua Zheng, Rui Zhao, Bo Dong.
  • IEEE Transactions on Neural Networks and Learning Systems, 2022.
• Improving Unsupervised Image Clustering with Spatial Consistency.[Code]
  • Rui Zhao, Jianfei Ruan, Bo Dong, Li Meng, Weizhan Zhang.
  • Knowledge-Based Systems, 2022.
• Label-noise learning via mixture proportion estimation.
  • Qinghua Zheng, Shuzhi Cao, Jianfei Ruan, Rui Zhao, Bo Dong.
  • SCIENTIA SINICA Informationis, 2024.