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  • Shanghai Jiao Tong University

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Scatteredrain/README.md

Hi there ๐Ÿ‘‹

I'm Zhenyu Yi (ไผŠๆŒฏๅฎ‡), a first-year M.S. student at Shanghai Jiao Tong University, advised by Lichi Zhang and Qian Wang.

๐Ÿ”ญ Research Focus: Computer Vision and Medical AI

  • Endoscopic image & video analysis
  • Multimodal learning and vision-language pretraining
  • Efficient MLLMs for medical reasoning

๐Ÿ“ซ Contact: yezey7479@gmail.com | Academic Homepage


๐Ÿ“Š GitHub Stats

Total Stars Followers Public Repos


๐Ÿ”ฅ Featured Projects

๐Ÿ† SALI โ€” MICCAI 2024 Oral

Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation

GitHub Stars License


๐Ÿง  Brain-Adapter โ€” MICCAI 2026

Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

GitHub Stars


๐Ÿ“ฆ MonoBox โ€” AAAI 2025

Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint

GitHub Stars


๐Ÿ”ฌ PhenoMIL

Learning from Limited Phenotype-Level Annotations for Promoting Multiple Instance Learning in Endoscopic Helicobacter pylori Infection Diagnosis

GitHub Stars


๐Ÿงฉ EndoVLM

Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment

GitHub Stars


๐Ÿ… Achievements

  • MICCAI 2024 Oral (Top 3%) โ€” SALI
  • CVPR 2026 โ€” SAMIX
  • AAAI 2025 โ€” MonoBox
  • 8+ Papers Published / Under Review

Profile Views

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  1. SALI SALI Public

    [MICCAI 2024 Oral] SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation

    Python 52 1

  2. Brain-Adapter Brain-Adapter Public

    [MICCAI 2026] Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

    Python 5

  3. EndoVLM EndoVLM Public

    EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment

    Python 11

  4. PhenoMIL PhenoMIL Public

    Learning from Limited Phenotype-Level Annotations for Promoting Multiple Instance Learning in Endoscopic Helicobacter pylori Infection Diagnosis

    Python 4