Underwater Image Enhancement Based on Multi-Scale Spatial and Channel Attention Fusion. - Ruoyou Wu; Dexing Wang; Hongchun Yuan; Peng Gong (ICIGP, 2021)

PARCEL: Physics-based unsupervised contrastive representation learning for parallel MR imaging. - Shanshan Wang 002; Ruoyou Wu; Cheng Li 008; Juan Zou; Hairong Zheng (CoRR, 2022)

SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging. - Juan Zou; Cheng Li 008; Sen Jia 005; Ruoyou Wu; Tingrui Pei; Hairong Zheng; Shanshan Wang 002 (CoRR, 2022)

Iterative Data Refinement for Self-Supervised Learning MR Image Reconstruction. - Xue Liu; Juan Zou; Tao Sun 025; Ruoyou Wu; Xiawu Zheng; Cheng Li 008; Shanshan Wang 002 (ISBI, 2023)

FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction. - Ruoyou Wu; Cheng Li 008; Juan Zou; Shanshan Wang 002 (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

PARCEL: Physics-Based Unsupervised Contrastive Representation Learning for Multi-Coil MR Imaging. - Shanshan Wang 002; Ruoyou Wu; Cheng Li 008; Juan Zou; Ziyao Zhang; Qiegen Liu; Yan Xi; Hairong Zheng (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Simultaneous Q-Space Sampling Optimization and Reconstruction for Fast and High-Fidelity Diffusion Magnetic Resonance Imaging. - Jing Yang; Jian Cheng 001; Cheng Li 008; Wenxin Fan; Juan Zou; Ruoyou Wu; Qiegen Liu; Hairong Zheng; Shanshan Wang 002 (ISBI, 2024)

AID-DTI: Accelerating High-Fidelity Diffusion Tensor Imaging with Detail-Preserving Model-Based Deep Learning. - Wenxin Fan; Jian Cheng 001; Cheng Li 008; Jing Yang; Ruoyou Wu; Juan Zou; Shanshan Wang 002 (CDMRI@MICCAI, 2024)

CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-Assisted Implicit Neural Representation Learning. - Ruoyou Wu; Jian Cheng 001; Cheng Li 008; Juan Zou; Jing Yang; Wenxin Fan; Yong Liang; Shanshan Wang 002 (MLMI@MICCAI (1), 2024)

Model-based federated learning for accurate MR image reconstruction from undersampled k-space data. - Ruoyou Wu; Cheng Li 008; Juan Zou; Yong Liang; Shanshan Wang 002 (Comput. Biol. Medicine, 2024)

Simultaneous q-Space Sampling Optimization and Reconstruction for Fast and High-fidelity Diffusion Magnetic Resonance Imaging. - Jing Yang; Jian Cheng 001; Cheng Li 008; Wenxin Fan; Juan Zou; Ruoyou Wu; Shanshan Wang 002 (CoRR, 2024)

AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning. - Wenxin Fan; Jian Cheng 001; Cheng Li 008; Xinrui Ma; Jing Yang; Juan Zou; Ruoyou Wu; Qiegen Liu; Shanshan Wang 002 (CoRR, 2024)

DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging. - Wenxin Fan; Jian Cheng 001; Cheng Li 008; Xinrui Ma; Jing Yang; Juan Zou; Ruoyou Wu; Zan Chen; Yuanjing Feng; Hairong Zheng; Shanshan Wang 002 (CoRR, 2024)

Self-Supervised Federated Learning for Fast MR Imaging. - Juan Zou; Tingrui Pei; Cheng Li 008; Ruoyou Wu; Shanshan Wang 002 (IEEE Trans. Instrum. Meas., 2024)

3D Anatomical Structure-Guided Deep Learning for Accurate Diffusion Microstructure Imaging. - Xinrui Ma; Jian Cheng 001; Wenxin Fan; Ruoyou Wu; Yongquan Ye; Shanshan Wang 002 (ISBI, 2025)

Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning With Neural Architecture Search. - Ruoyou Wu; Cheng Li 008; Juan Zou; Xinfeng Liu; Hairong Zheng; Shanshan Wang 002 (IEEE Trans. Medical Imaging, 2025)

Cross-Sequence Semi-Supervised Learning for Multi-Parametric MRI-Based Visual Pathway Delineation. - Alou Diakite; Cheng Li 008; Lei Xie 001; Yuanjing Feng; Ruoyou Wu; Jianzhong He; Hairong Zheng; Shanshan Wang 002 (CoRR, 2025)