Kun Yuan

Venues

Frequent coauthors

Papers

1. Where It Moves, It Matters: Referring Surgical Instrument Segmentation via MotionBibTeX ⧉
   AAAI 2026 ·

   Meng Wei

   , Kun Yuan,

   Shi Li

   ,

   Yue Zhou

   ,

   Long Bai

   ,

   Nassir Navab

   ,

   Hongliang Ren

   ,

   Hong Joo Lee

   ,

   Tom Vercauteren

   ,

   Nicolas Padoy
2. Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted SurgeryBibTeX ⧉
   MICCAI 2025 ·

   Boyi Ma

   ,

   Yanguang Zhao

   ,

   Jie Wang

   ,

   Guankun Wang

   , Kun Yuan,

   Tong Chen

   ,

   Long Bai

   ,

   Hongliang Ren
3. MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical EnvironmentsBibTeX ⧉
   CVPR 2025 ·

   Ege Özsoy

   ,

   Chantal Pellegrini

   ,

   Tobias Czempiel

   ,

   Felix Tristram

   , Kun Yuan,

   David Bani-Harouni

   ,

   Ulrich Eck

   ,

   Benjamin Busam

   ,

   Matthias Keicher

   ,

   Nassir Navab
4. Medical Multimodal Model Stealing Attacks via Adversarial Domain AlignmentBibTeX ⧉
   AAAI 2025 ·

   Yaling Shen

   ,

   Zhixiong Zhuang

   , Kun Yuan,

   Maria-Irina Nicolae

   ,

   Nassir Navab

   ,

   Nicolas Padoy

   ,

   Mario Fritz
5. Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety RecognitionBibTeX ⧉
   MICCAI 2025 ·

   Britty Baby

   ,

   Vinkle Srivastav

   ,

   Pooja P. Jain

   , Kun Yuan,

   Pietro Mascagni

   ,

   Nicolas Padoy
6. OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language PretrainingBibTeX ⧉
   ICCV 2025 ·

   Ming Hu

   , Kun Yuan,

   Yaling Shen

   ,

   Feilong Tang

   ,

   Xiaohao Xu

   ,

   Lin Zhou

   ,

   Wei Li

   ,

   Ying Chen

   ,

   Zhongxing Xu

   ,

   Zelin Peng

   ,

   Siyuan Yan

   ,

   Vinkle Srivastav

   ,

   Diping Song

   ,

   Tianbin Li

   ,

   Danli Shi

   ,

   Jin Ye

   ,

   Nicolas Padoy

   ,

   Nassir Navab

   ,

   Junjun He

   ,

   Zongyuan Ge
7. Recognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided RefinementBibTeX ⧉
   MICCAI 2025 · Kun Yuan,

   Tingxuan Chen

   ,

   Shi Li

   ,

   Joël L. Lavanchy

   ,

   Christian Heiliger

   ,

   Ege Özsoy

   ,

   Yiming Huang

   ,

   Long Bai

   ,

   Nassir Navab

   ,

   Vinkle Srivastav

   ,

   Hongliang Ren

   ,

   Nicolas Padoy
8. SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian SplattingBibTeX ⧉
   MICCAI 2025 ·

   Yiming Huang

   ,

   Long Bai

   ,

   Beilei Cui

   , Kun Yuan,

   Guankun Wang

   ,

   Mobarak I. Hoque

   ,

   Nicolas Padoy

   ,

   Nassir Navab

   ,

   Hongliang Ren
9. Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language ModelBibTeX ⧉
   MICCAI 2024 ·

   Diwei Wang

   , Kun Yuan,

   Candice Müller

   ,

   Frédéric Blanc

   ,

   Nicolas Padoy

   ,

   Hyewon Seo
10. HecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase RecognitionBibTeX ⧉
    MICCAI 2024 · Kun Yuan,

    Vinkle Srivastav

    ,

    Nassir Navab

    ,

    Nicolas Padoy
11. Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge AugmentationBibTeX ⧉
    NeurIPS 2024 · Kun Yuan,

    Vinkle Srivastav

    ,

    Nassir Navab

    ,

    Nicolas Padoy