Li, Wenqi

12 publications

CVPR 2025 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 Harmon, Benjamin Simon, Greg Heinrich, Stephen Aylward, Marc Edgar, Michael Zephyr, Pavlo Molchanov, Baris Turkbey, Holger Roth, Daguang Xu

CVPR 2025 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 Harmon, Baris Turkbey, Daguang Xu, Wenqi Li

MIDL 2024 Disruptive Autoencoders: Leveraging Low-Level Features for 3D Medical Image Pre-Training Jeya Maria Jose Valanarasu, Yucheng Tang, Dong Yang, Ziyue Xu, Can Zhao, Wenqi Li, Vishal M. Patel, Bennett Allan Landman, Daguang Xu, Yufan He, Vishwesh Nath

WACV 2024 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

ICCV 2023 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

CVPR 2023 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

ECCV 2022 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 Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth

CVPR 2022 Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger R. Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu

CVPR 2022 GradViT: Gradient Inversion of Vision Transformers Ali Hatamizadeh, Hongxu Yin, Holger R. Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov

NeurIPSW 2022 NVIDIA FLARE: Federated Learning from Simulation to Real-World Holger R Roth, Yan Cheng, Yuhong Wen, Isaac Yang, Ziyue Xu, YuanTing Hsieh, Kristopher Kersten, Ahmed Harouni, Can Zhao, Kevin Lu, Zhihong Zhang, Wenqi Li, Andriy Myronenko, Dong Yang, Sean Yang, Nicola Rieke, Abood Quraini, Chester Chen, Daguang Xu, Nic Ma, Prerna Dogra, Mona G Flores, Andrew Feng

CVPR 2022 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis Yucheng Tang, Dong Yang, Wenqi Li, Holger R. Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh

WACV 2020 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