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Zhongyi Shui

14 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

AAAI ×3NeurIPS ×3ICLR ×2MICCAI ×2ACM MM ×1CVPR ×1ECCV ×1ICCV ×1

Frequent coauthors

Lin Yang
×13
Chenglu Zhu
×12
Honglin Li
×9
Yunlong Zhang
×8
Yuxuan Sun
×8
Pingyi Chen
×6
Jingxiong Li
×5
Sunyi Zheng
×5
Kai Zhang
×4
Ruizhe Guo
×3
Yixuan Si
×3
Tao Lin
×3

Papers

  1. Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
    AAAI 2026 · Zhongyi Shui,
    Honglin Li
    ,
    Yunlong Zhang
    ,
    Yuxuan Sun
    ,
    Yiwen Ye
    ,
    Pingyi Chen
    ,
    Ruizhe Guo
    ,
    Lei Cui
    ,
    Chenglu Zhu
    ,
    Lin Yang
  2. AEM: Attention Entropy Maximization for Multiple Instance Learning Based Whole Slide Image Classification
    MICCAI 2025 ·
    Yunlong Zhang
    ,
    Honglin Li
    ,
    Yuxuan Sun
    , Zhongyi Shui,
    Jingxiong Li
    ,
    Chenglu Zhu
    ,
    Lin Yang
  3. Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-Language Pre-Training
    ICCV 2025 ·
    Weiwei Cao
    ,
    Jianpeng Zhang
    , Zhongyi Shui,
    Sinuo Wang
    ,
    Zeli Chen
    ,
    Xi Li
    ,
    Le Lu
    ,
    Xianghua Ye
    ,
    Tingbo Liang
    ,
    Qi Zhang
    ,
    Ling Zhang
  4. CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
    CVPR 2025 ·
    Yuxuan Sun
    ,
    Yixuan Si
    ,
    Chenglu Zhu
    ,
    Xuan Gong
    ,
    Kai Zhang
    ,
    Pingyi Chen
    ,
    Ye Zhang
    , Zhongyi Shui,
    Tao Lin
    ,
    Lin Yang
  5. CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic
    NeurIPS 2025 ·
    Yuxuan Sun
    ,
    Yixuan Si
    ,
    Chenglu Zhu
    ,
    Kai Zhang
    , Zhongyi Shui,
    Bowen Ding
    ,
    Tao Lin
    ,
    Lin Yang
  6. Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding
    ICLR 2025 · Zhongyi Shui,
    Jianpeng Zhang
    ,
    Weiwei Cao
    ,
    Sinuo Wang
    ,
    Ruizhe Guo
    ,
    Le Lu
    ,
    Lin Yang
    ,
    Xianghua Ye
    ,
    Tingbo Liang
    ,
    Qi Zhang
    ,
    Ling Zhang
  7. PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
    ICLR 2025 ·
    Yuxuan Sun
    ,
    Yunlong Zhang
    ,
    Yixuan Si
    ,
    Chenglu Zhu
    ,
    Kai Zhang
    , Zhongyi Shui,
    Jingxiong Li
    ,
    Xuan Gong
    ,
    Xinheng Lyu
    ,
    Tao Lin
    ,
    Lin Yang
  8. PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
    NeurIPS 2025 ·
    Honglin Li
    , Zhongyi Shui,
    Yunlong Zhang
    ,
    Chenglu Zhu
    ,
    Lin Yang
  9. DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection
    AAAI 2024 · Zhongyi Shui,
    Sunyi Zheng
    ,
    Chenglu Zhu
    ,
    Shichuan Zhang
    ,
    Xiaoxuan Yu
    ,
    Honglin Li
    ,
    Jingxiong Li
    ,
    Pingyi Chen
    ,
    Lin Yang
  10. PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
    AAAI 2024 ·
    Yuxuan Sun
    ,
    Chenglu Zhu
    ,
    Sunyi Zheng
    ,
    Kai Zhang
    ,
    Lin Sun
    , Zhongyi Shui,
    Yunlong Zhang
    ,
    Honglin Li
    ,
    Lin Yang
  11. PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model
    ACM MM 2024 ·
    Jingxiong Li
    ,
    Sunyi Zheng
    ,
    Chenglu Zhu
    ,
    Yuxuan Sun
    ,
    Pingyi Chen
    , Zhongyi Shui,
    Yunlong Zhang
    ,
    Honglin Li
    ,
    Lin Yang
  12. Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
    NeurIPS 2024 ·
    Honglin Li
    ,
    Yunlong Zhang
    ,
    Pingyi Chen
    , Zhongyi Shui,
    Chenglu Zhu
    ,
    Lin Yang
  13. Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation
    ECCV 2024 · Zhongyi Shui,
    Yunlong Zhang
    ,
    Kai Yao
    ,
    Chenglu Zhu
    ,
    Sunyi Zheng
    ,
    Jingxiong Li
    ,
    Honglin Li
    ,
    Yuxuan Sun
    ,
    Ruizhe Guo
    ,
    Lin Yang
  14. WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
    MICCAI 2024 ·
    Pingyi Chen
    ,
    Honglin Li
    ,
    Chenglu Zhu
    ,
    Sunyi Zheng
    , Zhongyi Shui,
    Lin Yang