Xiaofan Zhang

Venues

Frequent coauthors

Papers

1. Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations
   AAAI 2026 ·

   Shizhan Gong

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2. DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models
   ACL 2026 ·

   Yakun Zhu

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3. GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation
   AAAI 2026 ·

   Linrui Dai

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4. MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
   ACL 2026 ·

   Yakun Zhu

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5. Efficient and Robust CBCT Segmentation of Oral and Maxillofacial Structures
   MICCAI 2025 ·

   Fan Xiao

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6. Interactive Segmentation and Report Generation for CT Images
   MICCAI 2025 ·

   Yannian Gu

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7. LesionDiffusion: Towards Text-Controlled General Lesion Synthesis
   MICCAI 2025 ·

   Wenhui Lei

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8. MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
   ACL 2025 ·

   Linjie Mu

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9. MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
   NAACL 2025 ·

   Yakun Zhu

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10. MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
    NAACL 2025 ·

    Yongqi Fan

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11. Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models
    ACL 2025 ·

    Shengqian Qin

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12. Surgical Action Planning with Large Language Models
    MICCAI 2025 ·

    Mengya Xu

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13. Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
    ICLR 2025 ·

    Yankai Jiang

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14. CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
    NeurIPS 2024 ·

    Zhongzhen Huang

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15. DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels
    MICCAI 2024 ·

    Linda Wei

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16. Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
    MICCAI 2024 ·

    Tiantian Zhang

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17. Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
    ACL 2024 ·

    Xiaoming Shi

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18. Modality-Aware and Shift Mixer for Multi-Modal Brain Tumor Segmentation
    ECAI 2024 ·

    Zhongzhen Huang

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19. PathoTune: Adapting Visual Foundation Model to Pathological Specialists
    MICCAI 2024 ·

    Jiaxuan Lu

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20. ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
    CVPR 2024 ·

    Yankai Jiang

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