Ziyue Xu

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

 ### Publications

### 2024

[FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models](/index.php/publication/2024-07_fedbpt-efficient-federated-black-box-prompt-tuning-large-language-models)

Jingwei Sun, [Ziyue Xu](/index.php/person/ziyue-xu), Hongxu Danny Yin, [Dong Yang](/index.php/person/dong-yang), [Daguang Xu](/index.php/person/daguang-xu), Yudong Liu, Zhixu Du, Yiran Chen, [Holger Roth](/index.php/person/holger-roth)

[International Conference on Machine Learning 2024](https://proceedings.mlr.press/v235/sun24j.html)

[IR-FRestormer: Iterative refinement with fourier-based restormer for accelerated MRI reconstruction](/publication/2024-01_ir-frestormer-iterative-refinement-fourier-based-restormer-accelerated-mri)

Mohammad Zalbagi Darestani, [Vishwesh Nath](/person/vishwesh-nath), [Wenqi Li](/person/wenqi-li), [Yufan He](/person/yufan-he), [Holger Roth](/person/holger-roth), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu), Reinhard Heckel, [Can Zhao](/person/can-zhao)

[WACV 2024](https://openaccess.thecvf.com/content/WACV2024/html/Darestani_IR-FRestormer_Iterative_Refinement_With_Fourier-Based_Restormer_for_Accelerated_MRI_Reconstruction_WACV_2024_paper.html)

### 2023

[Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples](/publication/2023-10_communication-efficient-vertical-federated-learning-limited-overlapping-samples)

Jingwei Sun, [Ziyue Xu](/person/ziyue-xu), [Dong Yang](/person/dong-yang), [Vishwesh Nath](/person/vishwesh-nath), [Wenqi Li](/person/wenqi-li), [Can Zhao](/person/can-zhao), [Daguang Xu](/person/daguang-xu), Yiran Chen, [Holger Roth](/person/holger-roth)

[CVPR 2023](https://openaccess.thecvf.com/content/ICCV2023/html/Sun_Communication-Efficient_Vertical_Federated_Learning_with_Limited_Overlapping_Samples_ICCV_2023_paper.html)

### 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/)

[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

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

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

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