PPaperPicks

Chenglu Zhu

16 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AAAI ×4ECCV ×4NeurIPS ×3MICCAI ×2ACM MM ×1CVPR ×1ICLR ×1

Frequent coauthors

Lin Yang
×16
Zhongyi Shui
×12
Yunlong Zhang
×11
Honglin Li
×11
Yuxuan Sun
×10
Sunyi Zheng
×9
Jingxiong Li
×7
Pingyi Chen
×7
Kai Zhang
×5
Yixuan Si
×4
Tao Lin
×4
Ruizhe Guo
×2

Papers

  1. MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology
    AAAI 2026 ·
    Jingxiong Li
    , Chenglu Zhu,
    Sunyi Zheng
    ,
    Yuxuan Sun
    ,
    Yifei Wang
    ,
    He Liu
    ,
    Yunlong Zhang
    ,
    Yixuan Si
    ,
    Lin Yang
    ,
    Liang Xiao
  2. 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
  3. 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
  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. 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
  7. 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
  8. Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
    ECCV 2024 ·
    Yunlong Zhang
    ,
    Honglin Li
    ,
    Yunxuan Sun
    ,
    Sunyi Zheng
    , 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. PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
    ECCV 2024 ·
    Yuxuan Sun
    ,
    Hao Wu
    , Chenglu Zhu,
    Sunyi Zheng
    ,
    Qizi Chen
    ,
    Kai Zhang
    ,
    Yunlong Zhang
    ,
    Dan Wan
    ,
    Xiaoxiao Lan
    ,
    Mengyue Zheng
    ,
    Jingxiong Li
    ,
    Xinheng Lyu
    ,
    Tao Lin
    ,
    Lin Yang
  12. 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
  13. Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
    NeurIPS 2024 ·
    Honglin Li
    ,
    Yunlong Zhang
    ,
    Pingyi Chen
    ,
    Zhongyi Shui
    , Chenglu Zhu,
    Lin Yang
  14. 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
  15. WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
    ECCV 2024 ·
    Pingyi Chen
    , Chenglu Zhu,
    Sunyi Zheng
    ,
    Honglin Li
    ,
    Lin Yang
  16. 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