A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI. - Risheng Liu; Yuxi Zhang 001; Shichao Cheng; Xin Fan 001; Zhongxuan Luo (AAAI, 2019)

Fast density-peaks clustering for registration-free pediatric white matter tract analysis. - Xin Fan 001; Yuzhuo Duan; Shichao Cheng; Yuxi Zhang 001; Hua Cheng (Artif. Intell. Medicine, 2019)

Converged Deep Framework Assembling Principled Modules for CS-MRI. - Risheng Liu; Yuxi Zhang 001; Shichao Cheng; Zhongxuan Luo; Xin Fan 001 (CoRR, 2019)

Bi-level Probabilistic Feature Learning for Deformable Image Registration. - Risheng Liu; Zi Li; Yuxi Zhang 001; Xin Fan 001; Zhongxuan Luo (IJCAI, 2020)

Coupling Principled Refinement with Bi-Directional Deep Estimation for Robust Deformable 3D Medical Image Registration. - Yuxi Zhang 001; Risheng Liu; Zi Li; Zhu Liu 004; Xin Fan 001; Zhongxuan Luo (ISBI, 2020)

A Multi-scale Optimization Learning Framework for Diffeomorphic Deformable Registration. - Risheng Liu; Zi Li; Yuxi Zhang 001; Chenying Zhao; Hao Huang 016; Zhongxuan Luo; Xin Fan 001 (CoRR, 2020)

A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling. - Risheng Liu; Yuxi Zhang 001; Shichao Cheng; Zhongxuan Luo; Xin Fan 001 (IEEE Trans. Medical Imaging, 2020)

Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. - Risheng Liu; Long Ma 002; Yuxi Zhang 001; Xin Fan 001; Zhongxuan Luo (IEEE Trans. Neural Networks Learn. Syst., 2022)