Guo, Pengfei

10 publications

NeurIPS 2025 Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Dong Yang, Pengfei Guo, Marc Edgar, Daguang Xu, Bernhard Kainz, Bjoern Menze

WACV 2025 MAISI: Medical AI for Synthetic Imaging Pengfei Guo, Can Zhao, Dong Yang, Ziyue Xu, Vishwesh Nath, Yucheng Tang, Benjamin Simon, Mason Belue, Stephanie Harmon, Baris Turkbey, Daguang Xu

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

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 Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination Yiqun Mei, Pengfei Guo, Vishal M. Patel

NeurIPS 2022 Resource-Adaptive Federated Learning with All-in-One Neural Composition Yiqun Mei, Pengfei Guo, Mo Zhou, Vishal Patel

CVPR 2021 Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

ECCV 2020 Multi-Person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry He Chen, Pengfei Guo, Pengfei Li, Gim Hee Lee, Gregory Chirikjian