CV

Education

• M.S. in Beijing, Peking University, 2026 (incoming)
• B.S. in Shenzhen, Sun Yat-sen University, 2022

Honors and Awards

• National Scholarship (2023-2024 Academic Year)
• First-Class Excellent Student Scholarship (SYSU, 2022-2025, Every Academic Year)
• China Robot Competition & RoboCup China Open: National Third Prize (Team Leader)
• National College Students’ Mathematical Modeling Contest (Guangdong): Provincial Third Prize

Research Highlights

1. Unified Medical Image Segmentation with State Space Modeling Snake (Mamba Snake)

• Summary: Proposed Mamba Snake, a deep snake algorithm using State Space Modeling (SSM) to address multi-scale challenges in Unified Medical Image Segmentation (UMIS). Achieved a 3% mDice improvement over SOTA methods across five clinical datasets.
• Status: Accepted at ACM MM 2025 (CCF-A).

2. Gradient-aware Adaptive Momentum Evolution Deep Snake Model (GAMED-Snake)

• Summary: Introduced GAMED-Snake, which uses a Distance Energy Map Prior (DEMP) and an Adaptive Momentum Evolution Mechanism (AMEM) to improve semantic segmentation in multi-organ tasks, boosting the mDice metric by approximately 2%.
• Status: Accepted at ICME 2025 (CCF-B).

3. Text-prompted dual-hEad spatiotemporal Mamba Snake (TEAMS)

• Summary: Proposed the first multimodal state-space deep snake framework for medical image segmentation, integrating a Text-prompted Collaborative Dual Head Snake (TCDHS) mechanism.
• Status: Submitted to the top-tier journal Medical Image Analysis.