Publications:

• Focus on Background: Exploring SAM's Potential in Few-Shot Medical Image Segmentation with Background-Centric Prompting (CVPR 2026)
• Contrastive Graph Modeling for Cross-Domain Few-Shot Medical Image Segmentation (IEEE T-MI 2026)
• FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation (AAAI 2025)

Thesis:

• Learning Generalizable Representations for Few-shot Medical Image Segmentation (outstanding bachelor thesis)