I'm Zhenyu Yi (ไผๆฏๅฎ), a first-year M.S. student at Shanghai Jiao Tong University, advised by Lichi Zhang and Qian Wang.
๐ญ Research Focus: Computer Vision and Medical AI
- Endoscopic image & video analysis
- Multimodal learning and vision-language pretraining
- Efficient MLLMs for medical reasoning
๐ซ Contact: yezey7479@gmail.com | Academic Homepage
Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation
Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies
Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint
Learning from Limited Phenotype-Level Annotations for Promoting Multiple Instance Learning in Endoscopic Helicobacter pylori Infection Diagnosis
Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
- MICCAI 2024 Oral (Top 3%) โ SALI
- CVPR 2026 โ SAMIX
- AAAI 2025 โ MonoBox
- 8+ Papers Published / Under Review