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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

Yuxuan Sun
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Zhongyi Shui
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Jingxiong Li
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Yunlong Zhang
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Honglin Li
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Pingyi Chen
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Papers

  1. MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology
    AAAI 2026 ·
    Jingxiong Li
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  2. Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
    AAAI 2026 ·
    Zhongyi Shui
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  3. AEM: Attention Entropy Maximization for Multiple Instance Learning Based Whole Slide Image Classification
    MICCAI 2025 ·
    Yunlong Zhang
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  4. CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
    CVPR 2025 ·
    Yuxuan Sun
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  5. CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic
    NeurIPS 2025 ·
    Yuxuan Sun
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  6. PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
    ICLR 2025 ·
    Yuxuan Sun
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  7. PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
    NeurIPS 2025 ·
    Honglin Li
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  8. Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
    ECCV 2024 ·
    Yunlong Zhang
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  9. DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection
    AAAI 2024 ·
    Zhongyi Shui
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  10. PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
    AAAI 2024 ·
    Yuxuan Sun
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  11. PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
    ECCV 2024 ·
    Yuxuan Sun
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  12. PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model
    ACM MM 2024 ·
    Jingxiong Li
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  13. Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
    NeurIPS 2024 ·
    Honglin Li
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  14. Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation
    ECCV 2024 ·
    Zhongyi Shui
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  15. WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
    ECCV 2024 ·
    Pingyi Chen
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  16. WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
    MICCAI 2024 ·
    Pingyi Chen
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