Daguang Xu  

 



  ![](/sites/default/files/person/Daguang.Xu_.jpg)

  

 Daguang Xu is now a research manager at AI-Infra of NVIDIA. He is leading a research team in healthcare AI, focusing on developing world-class machine learning and deep learning-based methods to solve the challenging problems in medical domain. His current research interest includes but not limited to medical imaging analysis, EHR analysis, computer aided diagnosis, deep learning, pattern recognition and computer vision, etc.

Personal webpage: <http://daguangxu.net/>



   Research Area(s)

[Computer Vision](/research-area/computer-vision)

[Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence)

 

 

  

 Main Field of Interest

[Medical](/research-area/medical)

 

  

 

 

 



 ### Publications

 

### 2025 

[MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss](/publication/2025-08_maisi-v2-accelerated-3d-high-resolution-medical-image-synthesis-rectified-flow)

[Can Zhao](/person/can-zhao), Pengfei Guo, [Dong Yang](/person/dong-yang), Yucheng Tang, [Yufan He](/person/yufan-he), Benjamin Simon, Mason Belue, Stephanie Harmon, Baris Turkbey, [Daguang Xu](/person/daguang-xu)



[AAAI 2026](https://arxiv.org/abs/2508.05772)









### 2022 

[GradViT: Gradient Inversion of Vision Transformers](/publication/2022-05_gradvit-gradient-inversion-vision-transformers)

Ali Hatamizadeh , [Hongxu Danny Yin](/person/danny-yin), [Holger Roth](/person/holger-roth), [Wenqi Li](/person/wenqi-li), [Jan Kautz](/person/jan-kautz), [Daguang Xu](/person/daguang-xu), [Pavlo Molchanov](/person/pavlo-molchanov)



[IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022](https://cvpr2022.thecvf.com/)









### 2020 

[LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation](/publication/2020-10_lamp-large-deep-nets-automated-model-parallelism-image-segmentation)

Wentao Zhu, [Can Zhao](/person/can-zhao), [Wenqi Li](/person/wenqi-li), [Holger Roth](/person/holger-roth), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu)



[MICCAI 2020](https://miccai2020.org/en/)









[Weakly Supervised One-stage Vision and Language Disease Detection using Large Scale Pneumonia and Pneumothorax Studies](/publication/2020-07_weakly-supervised-one-stage-vision-and-language-disease-detection-using-large)

Leo Tam, Xiaosong Wang, Evrim Turkbey, Kevin Lu, Yuhong Wen, [Daguang Xu](/person/daguang-xu)



[MICCAI 2020](https://arxiv.org/abs/2007.15778)









[When Radiology Report Generation Meets Knowledge Graph](/index.php/publication/2020-04_when-radiology-report-generation-meets-knowledge-graph)

Yixiao Zhang, Xiaosong Wang, [Ziyue Xu](/index.php/person/ziyue-xu), Qihang Yu, Alan Yuille, [Daguang Xu](/index.php/person/daguang-xu)



[AAAI 2020](https://aaai.org/Conferences/AAAI-20/)









[Neurreg: Neural registration and its application to image segmentation](/publication/2020-03_neurreg-neural-registration-and-its-application-image-segmentation)

Wentao Zhu, [Andriy Myronenko](/person/andriy-myronenko), [Ziyue Xu](/person/ziyue-xu), [Wenqi Li](/person/wenqi-li), [Holger Roth](/person/holger-roth), Yufang Huang, Fausto Milletari, [Daguang Xu](/person/daguang-xu)



[WACV](http://openaccess.thecvf.com/content_WACV_2020/papers/Zhu_NeurReg_Neural_Registration_and_Its_Application_to_Image_Segmentation_WACV_2020_paper.pdf)









### 2019 

[4D CNN for semantic segmentation of cardiac volumetric sequences](/publication/2019-10_4d-cnn-semantic-segmentation-cardiac-volumetric-sequences)

[Andriy Myronenko](/person/andriy-myronenko), [Dong Yang](/person/dong-yang), Varun Buch, [Daguang Xu](/person/daguang-xu), Alvin Ihsani, Sean Doyle, Mark Michalski, Neil Tenenholtz, [Holger Roth](/person/holger-roth)



[MICCAI 2019](https://www.miccai2019.org/)









[Cardiac Segmentation of LGE MRI with Noisy Labels](/publication/2019-10_cardiac-segmentation-lge-mri-noisy-labels)

[Holger Roth](/person/holger-roth), Wentao Zhu, [Dong Yang](/person/dong-yang), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu)



[MICCAI 2019](https://www.miccai2019.org/)









[Privacy-preserving Federated Brain Tumour Segmentation](/publication/2019-10_privacy-preserving-federated-brain-tumour-segmentation)

[Wenqi Li](/person/wenqi-li), Fausto Milletari, [Daguang Xu](/person/daguang-xu), Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, Sebastien Ourselin, M. Jorge Cardoso, Andrew Feng



[MICCAI 2019](https://www.miccai2019.org/)









[Deep Hierarchical Multi-label Classification of Chest X-ray Images](/publication/2019-07_deep-hierarchical-multi-label-classification-chest-x-ray-images)

Haomin Chen, Shun Miao, [Daguang Xu](/person/daguang-xu), Gregory D. Hager, Adam P. Harrison



[Medical Imaging with Deep Learning](https://2019.midl.io/)