PPaperPicks

Xiaofan Zhang

Shanghai Jiao Tong University, China

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

DBLP profile ↗ORCID 0000-0003-3999-1449 ↗

Venues

MICCAI ×7ACL ×5AAAI ×2NAACL ×2CVPR ×1ECAI ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Shaoting Zhang
×14
Zhongzhen Huang
×7
Yakun Zhu
×5
Qi Dou
×3
Linjie Mu
×3
Rongzhao Zhang
×3
Shengqian Qin
×3
Wenhui Lei
×3
Yankai Jiang
×3
Yutong Huang
×2
Linrui Dai
×2
Hanyu Chen
×2

Papers

  1. Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations
    AAAI 2026 ·
    Shizhan Gong
    , Xiaofan Zhang,
    Qi Dou
  2. DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models
    ACL 2026 ·
    Yakun Zhu
    ,
    Zhongzhen Huang
    ,
    Linjie Mu
    ,
    Yutong Huang
    ,
    Wei Nie
    ,
    Jiaji Liu
    ,
    Shaoting Zhang
    ,
    Pengfei Liu
    , Xiaofan Zhang
  3. GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation
    AAAI 2026 ·
    Linrui Dai
    ,
    Rongzhao Zhang
    ,
    Yongrui Yu
    , Xiaofan Zhang
  4. MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
    ACL 2026 ·
    Yakun Zhu
    ,
    Yutong Huang
    ,
    Shengqian Qin
    ,
    Zhongzhen Huang
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  5. Efficient and Robust CBCT Segmentation of Oral and Maxillofacial Structures
    MICCAI 2025 ·
    Fan Xiao
    ,
    Xinrui Huang
    ,
    Anqi Gao
    ,
    Dongming He
    , Xiaofan Zhang,
    Xudong Wang
  6. Interactive Segmentation and Report Generation for CT Images
    MICCAI 2025 ·
    Yannian Gu
    ,
    Wenhui Lei
    ,
    Hanyu Chen
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  7. LesionDiffusion: Towards Text-Controlled General Lesion Synthesis
    MICCAI 2025 ·
    Wenhui Lei
    ,
    Hengrui Tian
    ,
    Linrui Dai
    ,
    Hanyu Chen
    , Xiaofan Zhang
  8. MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
    ACL 2025 ·
    Linjie Mu
    ,
    Zhongzhen Huang
    ,
    Shengqian Qin
    ,
    Yakun Zhu
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  9. MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
    NAACL 2025 ·
    Yakun Zhu
    ,
    Shaohang Wei
    ,
    Xu Wang
    ,
    Kui Xue
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  10. MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
    NAACL 2025 ·
    Yongqi Fan
    ,
    Hongli Sun
    ,
    Kui Xue
    , Xiaofan Zhang,
    Shaoting Zhang
    ,
    Tong Ruan
  11. Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models
    ACL 2025 ·
    Shengqian Qin
    ,
    Yakun Zhu
    ,
    Linjie Mu
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  12. Surgical Action Planning with Large Language Models
    MICCAI 2025 ·
    Mengya Xu
    ,
    Zhongzhen Huang
    ,
    Jie Zhang
    , Xiaofan Zhang,
    Qi Dou
  13. Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
    ICLR 2025 ·
    Yankai Jiang
    ,
    Wenhui Lei
    , Xiaofan Zhang,
    Shaoting Zhang
  14. CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
    NeurIPS 2024 ·
    Zhongzhen Huang
    ,
    Yankai Jiang
    ,
    Rongzhao Zhang
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  15. DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels
    MICCAI 2024 ·
    Linda Wei
    ,
    Shengyi Hua
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  16. Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
    MICCAI 2024 ·
    Tiantian Zhang
    ,
    Manxi Lin
    ,
    Hongda Guo
    , Xiaofan Zhang,
    Ka Fung Peter Chiu
    ,
    Aasa Feragen
    ,
    Qi Dou
  17. Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
    ACL 2024 ·
    Xiaoming Shi
    ,
    Zeming Liu
    ,
    Li Du
    ,
    Yuxuan Wang
    ,
    Hongru Wang
    ,
    Yuhang Guo
    ,
    Tong Ruan
    ,
    Jie Xu
    , Xiaofan Zhang,
    Shaoting Zhang
  18. Modality-Aware and Shift Mixer for Multi-Modal Brain Tumor Segmentation
    ECAI 2024 ·
    Zhongzhen Huang
    ,
    Linda Wei
    ,
    Shaoting Zhang
    , Xiaofan Zhang
  19. PathoTune: Adapting Visual Foundation Model to Pathological Specialists
    MICCAI 2024 ·
    Jiaxuan Lu
    ,
    Fang Yan
    , Xiaofan Zhang,
    Yue Gao
    ,
    Shaoting Zhang
  20. ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
    CVPR 2024 ·
    Yankai Jiang
    ,
    Zhongzhen Huang
    ,
    Rongzhao Zhang
    , Xiaofan Zhang,
    Shaoting Zhang