Wenqi Li  

 



  ![](/sites/default/files/person/Wenqi.Li_.jpg)

  

 Wenqi Li is a senior applied research scientist at NVIDIA, focusing on computer vision and machine learning techniques for medical image analysis. Wenqi received his Ph.D. in applied computing from The University of Dundee (Scotland, UK) in 2015.

Personal webpage: <https://wyli1072.appspot.com/>



   Main Field of Interest

[Medical](/research-area/medical)

 

  

 Google Scholar

<https://scholar.google.com/citations?user=LFDQeh0AAAAJ>

 

  

 

 

 



 ### Publications

 

### 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/)









[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 

[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/)