🎈 Biography

I’m a third year graduate student of School of Software Engineering, Southeast University under the supervision of Prof. Yuheng Jia. I received my B.Eng. degree from Anhui University.

My primary research interests focus on weakly supervised learning, particularly partial label learning and partial multi-label learning.

E-mail: yangfc@seu.edu.cn

📝 Publication

• [Arxiv’2025] Revisiting Sparsity Constraint Under High-Rank Property in Partial Multi-Label Learning. [Code]
  Chongjie Si, Yidan Cui, Fuchao Yang, Xiaokang Yang, Wei Shen

• [Arxiv’2025] Why Can Accurate Models Be Learned from Inaccurate Annotations? [Code]
  Chongjie Si, Yidan Cui, Fuchao Yang, Xiaokang Yang, Wei Shen

• [IJCAI’2025] Partial Label Clustering. [Code]
  Yutong Xie, Fuchao Yang, Yuheng Jia

• [ICLR’2025] Noise Separation guided Candidate Label Reconstruction for Noisy Partial Label Learning. [Code]
  Xiaorui Peng, Yuheng Jia, Fuchao Yang, Ran Wang, Min-Ling Zhang

• [KDD’2025] Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning. [Code]
  Fuchao Yang, Jianhong Cheng, Hui Liu, Yongqiang Dong, Yuheng Jia, Junhui Hou

• [KDD’2024] Noisy Label Removal for Partial Multi-Label Learning. [Code]
  Fuchao Yang, Yuheng Jia, Hui Liu, Yongqiang Dong, Junhui Hou

• [NeurIPS’2023] Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage. [Code]
  Yuheng Jia, Fuchao Yang, Yongqiang Dong

👨‍💻 Academic Services

Reviewer / PC Member: KDD (2024, 2025).