Publications

Publications by categories in reversed chronological order.

2025

  1. AAAI
    Step-calibrated diffusion for biomedical optical image restoration
    Yiwei Lyu, Sung Jik Cha, Cheng Jiang, and 7 more authors
    Proceedings of the AAAI Conference on Artificial Intelligence, 2025, 2025
    arXiv
  2. arXiv
    CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization
    Xinhai Hou, Shaoyuan Xu, Manan Biyani, and 4 more authors
    2025
    arXiv PDF Website

2024

  1. CVPR
    Super-resolution of biomedical volumes with 2D supervision
    Cheng Jiang, Alexander Gedeon, Yiwei Lyu, and 7 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) workshops , 2024
    arXiv Website
  2. Nature
    Foundation models for fast, label-free detection of glioma infiltration
    Akhil Kondepudi, Melike Pekmezci, Xinhai Hou, and 8 more authors
    Nature, 2024
    PDF Code Website
  3. NeurIPS AIM-FM
    A self-supervised framework for learning whole slide representations
    Xinhai Hou, Cheng Jiang, Akhil Kondepudi, and 4 more authors
    Neural Information Processing Systems Workshop on Advancements In Medical Foundation Models, 2024
    arXiv

2023

  1. CVPR
    Hierarchical discriminative learning improves visual representations of biomedical microscopy
    Cheng Jiang*, Xinhai Hou*, Akhil Kondepudi, and 5 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2023
    arXiv PDF Website

2022

  1. NeurIPS D&B
    OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
    Cheng Jiang*, Asadur Chowdury*, Xinhai Hou*, and 7 more authors
    Advances in neural information processing systems, 2022
    arXiv PDF Website

2021

  1. MBoC
    Valproic acid-induced changes of 4D nuclear morphology in astrocyte cells
    Alexandr A Kalinin, Xinhai Hou, Alex S Ade, and 8 more authors
    Molecular Biology of the Cell, 2021
    Website