Salt and Pepper Noise Removal with Multi-Class Dictionary Learning and L0 Norm Regularizations. - Di Guo; Zhangren Tu; Jiechao Wang; Min Xiao; Xiaofeng Du; Xiaobo Qu 001 (Algorithms, 2019)

Accelerated NMR Spectroscopy: Merge Optimization with Deep Learning. - Zi Wang 005; Di Guo; Yihui Huang; Zhangren Tu; Vladislav Orekhov; Xiaobo Qu 001 (CoRR, 2020)

Low-rank and sparse reconstruction for fast diffusion nuclear magnetic resonance spectroscopy. - Di Guo; Jiaying Zhan; Yirong Zhou; Zhangren Tu; Zifei Zhang 004; Zhong Chen 005; Xiaobo Qu 001 (IET Signal Process., 2021)

A partial sum of singular-value-based reconstruction method for non-uniformly sampled NMR spectroscopy. - Zhangren Tu; Zi Wang 005; Jiaying Zhan; Yihui Huang; Xiaofeng Du; Min Xiao; Xiaobo Qu 001; Di Guo (IET Signal Process., 2021)

Hypercomplex Low Rank Reconstruction for NMR Spectroscopy. - Yi Guo; Jiaying Zhan; Zhangren Tu; Yirong Zhou; Jianfan Wu; Qing Hong; Yuqing Huang; Vladislav Orekhov; Xiaobo Qu 001; Di Guo (Signal Process., 2023)

XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures. - Di Guo; Zhangren Tu; Yi Guo; Yirong Zhou; Jian Wang; Zi Wang 005; Tianyu Qiu; Min Xiao; Yinran Chen; Liubin Feng; Yuqing Huang; Donghai Lin; et al. (IEEE Trans. Computational Imaging, 2023)

A Sparse Model-Inspired Deep Thresholding Network for Exponential Signal Reconstruction - Application in Fast Biological Spectroscopy. - Zi Wang 005; Di Guo; Zhangren Tu; Yihui Huang; Yirong Zhou; Jian Wang; Liubin Feng; Donghai Lin; Yongfu You; Tatiana Agback; Vladislav Orekhov; Xiaobo Qu 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

CloudBrain-NMR: An Intelligent Cloud-Computing Platform for NMR Spectroscopy Processing, Reconstruction, and Analysis. - Di Guo; Sijin Li; Jun Liu; Zhangren Tu; Tianyu Qiu; Jingjing Xu; Liubin Feng; Donghai Lin; Qing Hong; Meijin Lin; Yanqin Lin; Xiaobo Qu 001 (IEEE Trans. Instrum. Meas., 2024)

An artificially intelligent magnetic resonance spectroscopy quantification method: Comparison between QNet and LCModel on the cloud computing platform CloudBrain-MRS. - Meijin Lin; Lin Guo; Dicheng Chen; Jianshu Chen; Zhangren Tu; Xu Huang; Jianhua Wang; Ji Qi; Yuan Long; Zhiguo Huang; Di Guo; Xiaobo Qu 001; et al. (CoRR, 2025)