Publications

Publications in reversed chronological order. For the complete list, please visit my Google Scholar page.
* Indicates equal contribution.

2025

  1. TMI
    Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles
    Xing Shen ,  Hengguan Huang ,  Brennan Nichyporuk , and 1 more author
    IEEE Transactions on Medical Imaging, 2025
    arXiv Code
  2. MICCAI
    Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification
    Xing Shen ,  Justin Szeto ,  Mingyang Li , and 2 more authors
    International Conference on Medical Image Computing and Computer Assisted Intervention, 2025
    arXiv Code
  3. Workshop
    Prompt4Trust: A Reinforcement Learning Prompt Augmentation Framework for Clinically-Aligned Confidence Calibration in Multimodal Large Language Models
    Anita Kriz* ,  Elizabeth Laura Janes* ,  Xing Shen* , and 1 more author
    IEEE/CVF International Conference on Computer Vision Workshops, 2025
    arXiv Code

2024

  1. arXiv
    Verbalized Probabilistic Graphical Modeling
    Hengguan Huang* ,  Xing Shen* ,  Songtao Wang , and 4 more authors
    arXiv preprint arXiv:2406.05516, 2024
    arXiv