Ziyue Xu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
46
Venues
14
Active years
2010–2026
Best venue rank
A*
Where they publish
Papers
46 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WWW | FedUMM: A General Framework for Federated Learning with Unified Multimodal Models. | Zhaolong Su, Leheng Zhao, Xiaoying Wu, Ziyue Xu, Jindong Wang |
| 2025 | CVPR | VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging. | Yufan He, Pengfei Guo, Yucheng Tang, Andriy Myronenko, Vishwesh Nath, Ziyue Xu, Dong Yang, Can Zhao, Benjamin Simon, Mason Belue, Stephanie A. Harmon, Baris Turkbey, Daguang Xu, Wenqi Li |
| 2025 | CVPR | VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge. | Vishwesh Nath, Wenqi Li, Dong Yang, Andriy Myronenko, Mingxin Zheng, Yao Lu, Zhijian Liu, Hongxu Yin, Yee Man Law, Yucheng Tang, Pengfei Guo, Can Zhao, Ziyue Xu, Yufan He, Stephanie A. Harmon, Benjamin Simon, Greg Heinrich, Stephen R. Aylward, Marc Edgar, Michael Zephyr, Pavlo Molchanov, Baris Turkbey, Holger Roth, Daguang Xu |
| 2025 | WACV | MAISI: Medical AI for Synthetic Imaging. | Pengfei Guo, Can Zhao, Dong Yang, Ziyue Xu, Vishwesh Nath, Yucheng Tang, Benjamin Simon, Mason Belue, Stephanie A. Harmon, Baris Turkbey, Daguang Xu |
| 2024 | DASFAA | AdpDM: Adaptive Data Model for Efficient Dynamic Management of Large-Scale High-Cardinality Time-Series Databases. | Ziyue Xu, Sutong Huang, Di Fei, Liping Yi, Chenfei Zhou, Gang Wang, Xiaoguang Liu, Xinyu Liu, Wenqing Yu, Zijing Wei, Shaozhi Liu |
| 2024 | ICML | FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. | Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth |
| 2024 | WACV | IR-FRestormer: Iterative Refinement with Fourier-Based Restormer for Accelerated MRI Reconstruction. | Mohammad Zalbagi Darestani, Vishwesh Nath, Wenqi Li, Yufan He, Holger R. Roth, Ziyue Xu, Daguang Xu, Reinhard Heckel, Can Zhao |
| 2024 | WACV | Learning Quality Labels for Robust Image Classification. | Xiaosong Wang, Ziyue Xu, Dong Yang, Leo K. Tam, Holger Roth, Daguang Xu |
| 2023 | CVPR | Fair Federated Medical Image Segmentation via Client Contribution Estimation. | Meirui Jiang, Holger R. Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu |
| 2023 | ICANN | pFedLHNs: Personalized Federated Learning via Local Hypernetworks. | Liping Yi, Xiaorong Shi, Nan Wang, Ziyue Xu, Gang Wang, Xiaoguang Liu |
| 2023 | ICCV | Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. | Jingwei Sun, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth |
| 2023 | MICCAI | Automated Segmentation of Nasopharyngeal Carcinoma Based on Dual-Sequence Magnetic Resonance Imaging Using Self-supervised Learning. | Zongyou Cai, Yufeng Ye, Zhangnan Zhong, Haiwei Lin, Ziyue Xu, Bin Huang, Wei Deng, Qiting Wu, Kaixin Lei, Jiegeng Lyu, Hanwei Chen, Bingsheng Huang |
| 2023 | MICCAI | A Style Transfer-Based Augmentation Framework for Improving Segmentation and Classification Performance Across Different Sources in Ultrasound Images. | Bin Huang, Ziyue Xu, Shing-Chow Chan, Zhong Liu, Huiying Wen, Chao Hou, Qicai Huang, Meiqin Jiang, Changfeng Dong, Jie Zeng, Ruhai Zou, Bingsheng Huang, Xin Chen, Shuo Li |
| 2023 | MICCAI | DAST: Differentiable Architecture Search with Transformer for 3D Medical Image Segmentation. | Dong Yang, Ziyue Xu, Yufan He, Vishwesh Nath, Wenqi Li, Andriy Myronenko, Ali Hatamizadeh, Can Zhao, Holger R. Roth, Daguang Xu |
| 2022 | CVPR | Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation. | An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu |
| 2022 | ECCV | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. | Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth |
| 2022 | KDD | Robust Tensor Graph Convolutional Networks via T-SVD based Graph Augmentation. | Zhebin Wu, Lin Shu, Ziyue Xu, Yaomin Chang, Chuan Chen, Zibin Zheng |
| 2022 | MICCAI | Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-modal Brain Tumor Segmentation. | Holger R. Roth, Ali Hatamizadeh, Ziyue Xu, Can Zhao, Wenqi Li, Andriy Myronenko, Daguang Xu |
| 2022 | MICCAI | Clinical-Realistic Annotation for Histopathology Images with Probabilistic Semi-supervision: A Worst-Case Study. | Ziyue Xu, Andriy Myronenko, Dong Yang, Holger R. Roth, Can Zhao, Xiaosong Wang, Daguang Xu |
| 2021 | ICCV | T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging. | Dong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu |
| 2021 | ISPA | Alter: Towards Optimizing Persistent Indexes in Hybrid Memory Systems. | Ziyue Xu, Lixiao Cui, Gang Wang, Xiaoguang Liu |
| 2021 | MICCAI | Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports. | Riddhish Bhalodia, Ali Hatamizadeh, Leo K. Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu |
| 2021 | MICCAI | Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis. | Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci |
| 2021 | MICCAI | Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging. | Andriy Myronenko, Ziyue Xu, Dong Yang, Holger R. Roth, Daguang Xu |
| 2021 | MICCAI | Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures. | Holger R. Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu |
| 2020 | AAAI | When Radiology Report Generation Meets Knowledge Graph. | Yixiao Zhang, Xiaosong Wang, Ziyue Xu, Qihang Yu, Alan L. Yuille, Daguang Xu |
| 2020 | ECCV | ScribbleBox: Interactive Annotation Framework for Video Object Segmentation. | Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler |
| 2020 | ISCAS | A High Efficiency DC-DC Converter Architecture with Adjustable Switching Frequency to Suppress Noise Injection in RF Receiver Front-Ends. | Ziyue Xu, Nikita Mirchandani, Mahmoud A. A. Ibrahim, Marvin Onabajo, Aatmesh Shrivastava |
| 2020 | MICCAI | GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer's Disease Diagnosis from MRI. | Hoo-Chang Shin, Alvin Ihsani, Ziyue Xu, Swetha Mandava, Sharath Turuvekere Sreenivas, Christopher Forster, Jiook Cha |
| 2020 | MICCAI | LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation. | Wentao Zhu, Can Zhao, Wenqi Li, Holger Roth, Ziyue Xu, Daguang Xu |
| 2020 | WACV | NeurReg: Neural Registration and Its Application to Image Segmentation. | Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu |
| 2019 | MICCAI | Cardiac Segmentation of LGE MRI with Noisy Labels. | Holger Roth, Wentao Zhu, Dong Yang, Ziyue Xu, Daguang Xu |
| 2019 | MICCAI | Weakly Supervised Segmentation from Extreme Points. | Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu |
| 2019 | MICCAI | Interactive 3D Segmentation Editing and Refinement via Gated Graph Neural Networks. | Xiaosong Wang, Ling Zhang, Holger Roth, Daguang Xu, Ziyue Xu |
| 2019 | MICCAI | Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features. | Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Holger Roth, Dong Yang, Fausto Milletari, Ling Zhang, Daguang Xu |
| 2019 | MICCAI | Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation. | Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu |
| 2018 | MICCAI | CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation. | Dakai Jin, Ziyue Xu, Youbao Tang, Adam P. Harrison, Daniel J. Mollura |
| 2017 | MICCAI | Pathological Pulmonary Lobe Segmentation from CT Images Using Progressive Holistically Nested Neural Networks and Random Walker. | Kevin George, Adam P. Harrison, Dakai Jin, Ziyue Xu, Daniel J. Mollura |
| 2017 | MICCAI | Progressive and Multi-path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images. | Adam P. Harrison, Ziyue Xu, Kevin George, Le Lu, Ronald M. Summers, Daniel J. Mollura |
| 2017 | MICCAI | 3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels. | Dakai Jin, Ziyue Xu, Adam P. Harrison, Kevin George, Daniel J. Mollura |
| 2016 | MICCAI | Characterization of Lung Nodule Malignancy Using Hybrid Shape and Appearance Features. | Mario Buty, Ziyue Xu, Mingchen Gao, Ulas Bagci, Aaron Wu, Daniel J. Mollura |
| 2016 | MICCAI | Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern Detection. | Mingchen Gao, Ziyue Xu, Le Lu, Adam P. Harrison, Ronald M. Summers, Daniel J. Mollura |
| 2014 | MICCAI | Segmentation Based Denoising of PET Images: An Iterative Approach via Regional Means and Affinity Propagation. | Ziyue Xu, Ulas Bagci, Jurgen Seidel, David Thomasson, Jeffrey M. Solomon, Daniel J. Mollura |
| 2013 | MICCAI | Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces. | Ziyue Xu, Ulas Bagci, Brent Foster, Awais Mansoor, Daniel J. Mollura |
| 2012 | MICCAI | Quantitative Characterization of Trabecular Bone Micro-architecture Using Tensor Scale and Multi-Detector CT Imaging. | Yinxiao Liu, Punam K. Saha, Ziyue Xu |
| 2010 | DICTA | An Analytic Approach to Tensor Scale with an Efficient Algorithm and Applications to Image Filtering. | Punam K. Saha, Ziyue Xu |