Daguang Xu

papers

1,458

total citations

papers (16)

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

CVPR 2022arXiv

752

citations

C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation

CVPR 2020arXiv

124

citations

GradViT: Gradient Inversion of Vision Transformers

CVPR 2022arXiv

citations

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

CVPR 2021arXiv

citations

Fair Federated Medical Image Segmentation via Client Contribution Estimation

CVPR 2023arXiv

citations

Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation

CVPR 2022arXiv

citations

VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging

CVPR 2025arXiv

citations

Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation

ECCV 2022arXiv

citations

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models

ICML 2024arXiv

citations

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

CVPR 2025arXiv

citations

HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet

CVPR 2022arXiv

citations

T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging

ICCV 2021arXiv

citations

Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples

ICCV 2023arXiv

citations

PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees

CVPR 2024arXiv

citations

PanTS: The Pancreatic Tumor Segmentation Dataset

NEURIPS 2025arXiv

citations

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs

ICCV 2025arXiv

citations