I am a master’s student at the College of Computer Science and Technology, Huaqiao University.

My research interest includes:

  • Medical Image Analysis
  • Domain Adaptation
  • Weakly Supervised Learning

🎓 Educations

  • 2023.09 - Present, Master, Huaqiao University
  • 2018.09 - 2022.06, Undergraduate, Minjiang University

💼 Experience

  • 2022.06 - 2022.09, Research Assistant, Minjiang University

🔥 News

2025.6: 🎉 The paper is accepted by Miccai 2025.

📝 Publications

Miccai 2025
sym
  • J. Chen, S. Xiong, and J. Peng*, “Prompt-DAS: Annotation-Efficient Prompt Learning for Domain Adaptive Semantic Segmentation of Electron Microscopy Images, Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025. [Paper] [PDF] [Code]
arXiv 2026
Prefer-DAS
  • J. Chen, S. Xiong, and J. Peng*, “Prefer-DAS: Learning from Local Preferences and Sparse Prompts for Domain Adaptive Segmentation of Electron Microscopy,” arXiv preprint, 2026. [Paper]
arXiv 2025
Instance-Aware Pseudo-Labeling
  • S. Xiong, J. Chen, Y. Wang, and J. Peng*, “Instance-Aware Pseudo-Labeling and Class-Focused Contrastive Learning for Weakly Supervised Domain Adaptive Segmentation of Electron Microscopy,” arXiv preprint, 2025. [Paper]