🎈 Biography

I am a first-year PhD student at Nanyang Technological University under the supervision of Prof. Bo An. I am also currently an intern at MiroMind, focusing on agent frameworks. I received my master degree from the PALM Lab at Southeast University and my bachelor degree from Anhui University.

My primary research interests focus on LLM Agent, Reinforcement Learning and Weakly Supervised Learning.

E-mail: fuchao001@e.ntu.edu.sg, fcyang111@gmail.com

📝 Publication

^* equal contribution.

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

• [ACL’2026] AgentOCR: Reimagining Agent History via Optical Self-Compression. [Code]
  Lang Feng*, Fuchao Yang*, Feng Chen, Xin Cheng, Haiyang Xu, Zhenglin Wan, Ming Yan, Bo An

• [CVPR’2026] Revisiting Sparsity Constraint Under High-Rank Property in Partial Multi-Label Learning. [Code]
  Chongjie Si, Yidan Cui, Fuchao Yang, Xiaokang Yang, Wei Shen

• [MLMC’2025] Partial Label Learning Tailored Graph Construction. [Code]
  Fuchao Yang, Yongqiang Dong, Yuheng Jia

• [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:

Conference: KDD (2024, 2025, 2026). ECCV (2026)

Journal: IEEE-TCSVT.