Di Guo

Di Guo

Xiamen University of Technology

H-index: 29

Asia-China

About Di Guo

Di Guo, With an exceptional h-index of 29 and a recent h-index of 26 (since 2020), a distinguished researcher at Xiamen University of Technology, specializes in the field of signal processing, sensor networks, wireless communication, sparse representation, compressed sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

CloudBrain-MRS: An intelligent cloud computing platform for in vivo magnetic resonance spectroscopy preprocessing, quantification, and analysis

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

A faithful deep sensitivity estimation for accelerated magnetic resonance imaging

Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding

Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal

Hypercomplex low rank reconstruction for nmr spectroscopy

CloudBrain-NMR: An Intelligent Cloud Computing Platform for NMR Spectroscopy Processing, Reconstruction and Analysis

A Joint Group Sparsity-based deep learning for multi-contrast MRI reconstruction

Di Guo Information

University

Position

___

Citations(all)

3524

Citations(since 2020)

2447

Cited By

1855

hIndex(all)

29

hIndex(since 2020)

26

i10Index(all)

44

i10Index(since 2020)

37

Email

University Profile Page

Xiamen University of Technology

Google Scholar

View Google Scholar Profile

Di Guo Skills & Research Interests

signal processing

sensor networks

wireless communication

sparse representation

compressed sensing

Top articles of Di Guo

Title

Journal

Author(s)

Publication Date

CloudBrain-MRS: An intelligent cloud computing platform for in vivo magnetic resonance spectroscopy preprocessing, quantification, and analysis

Journal of Magnetic Resonance

Xiaodie Chen

Jiayu Li

Dicheng Chen

Yirong Zhou

Zhangren Tu

...

2024

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

arXiv:2402.15939

Zi Wang

Min Xiao

Yirong Zhou

Chengyan Wang

Naiming Wu

...

2024/2

A faithful deep sensitivity estimation for accelerated magnetic resonance imaging

IEEE Journal of Biomedical and Health Informatics

Zi Wang

Haoming Fang

Chen Qian

Boxuan Shi

Lijun Bao

...

2024/4

Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding

IEEE Transactions on Neural Networks and Learning Systems

Chunyan Xiong

Chaoxing Zhang

Mengli Lu

Xiaotong Yu

Jian Cao

...

2024/1

Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal

IEEE Transactions on Biomedical Engineering

Dicheng Chen

Meijin Lin

Huiting Liu

Jiayu Li

Yirong Zhou

...

2024/1

Hypercomplex low rank reconstruction for nmr spectroscopy

Signal Processing

Yi Guo

Jiaying Zhan

Zhangren Tu

Yirong Zhou

Jianfan Wu

...

2022

CloudBrain-NMR: An Intelligent Cloud Computing Platform for NMR Spectroscopy Processing, Reconstruction and Analysis

arXiv:2309.07178

Di Guo

Sijin Li

Jun Liu

Zhangren Tu

Tianyu Qiu

...

2023/8

A Joint Group Sparsity-based deep learning for multi-contrast MRI reconstruction

Journal of Magnetic Resonance

Di Guo

Gushan Zeng

Hao Fu

Zi Wang

Yonggui Yang

...

2023/1/1

One for multiple: Physics-informed synthetic data boosts generalizable deep learning for fast MRI reconstruction

arXiv:2307.13220

Zi Wang

Xiaotong Yu

Chengyan Wang

Weibo Chen

Jiazheng Wang

...

2023/9

XCloud-VIP: Virtual peak enables highly accelerated NMR spectroscopy and faithful quantitative measures

IEEE Transactions on Computational Imaging

Di Guo

Zhangren Tu

Yi Guo

Yirong Zhou

Jian Wang

...

2023/10

A paired phase and magnitude reconstruction for advanced diffusion-weighted imaging

IEEE Transactions on Biomedical Engineering

Chen Qian

Zi Wang

Xinlin Zhang

Boxuan Shi

Boyu Jiang

...

2023/11

NMR Spectra Denoising with Vandermonde Constraints

arXiv:2310.13882

Di Guo

Runmin Xu

Jinyu Wu

Meijin Lin

Xiaofeng Du

...

2023

Physics-informed deep diffusion MRI reconstruction: Break the bottleneck of training data in artificial intelligence

arXiv:2210.11388

Chen Qian

Yuncheng Gao

Mingyang Han

Zi Wang

Dan Ruan

...

2023/10

Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence

arXiv:2310.11641

Yirong Zhou

Yanhuang Wu

Yuhan Su

Jing Li

Jianyun Cai

...

2023/10

Magnetic resonance spectroscopy deep learning denoising using few in vivo data

IEEE Transactions on Computational Imaging

Dicheng Chen

Wanqi Hu

Huiting Liu

Yirong Zhou

Tianyu Qiu

...

2023/4/17

Bloch equation enables physics-informed neural network in parametric magnetic resonance imaging

arXiv:2309.11763

Qingrui Cai

Liuhong Zhu

Jianjun Zhou

Chen Qian

Di Guo

...

2023/9

Macroscopic flexotronics enhanced controllable piezotronic-like response by flexual semiconductor devices

Nano Energy

Di Guo

Pengwen Guo

Yuan Yao

Lele Ren

Mengmeng Jia

...

2022/9/1

Fast NMR spectroscopy reconstruction with a sliding window based Hankel matrix

Journal of Magnetic Resonance

Jianfan Wu

Runmin Xu

Yihui Huang

Jiaying Zhan

Zhangren Tu

...

2022/9/1

One-dimensional deep low-rank and sparse network for accelerated MRI

IEEE Transactions on Medical Imaging

Zi Wang

Chen Qian

Di Guo

Hongwei Sun

Rushuai Li

...

2023/1

A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization

arXiv preprint arXiv:2212.14150

Jian Cao

Chen Qian

Yihui Huang

Dicheng Chen

Yuncheng Gao

...

2022/12/29

See List of Professors in Di Guo University(Xiamen University of Technology)

Co-Authors

H-index: 63
Ming-Ting Sun

Ming-Ting Sun

University of Washington

H-index: 34
Xiaobo Qu (屈小波)

Xiaobo Qu (屈小波)

Xiamen University

H-index: 23
Fan Lam

Fan Lam

University of Illinois at Urbana-Champaign

H-index: 21
Congbo Cai

Congbo Cai

Xiamen University

H-index: 6
Yunsong Liu

Yunsong Liu

University of Southern California

academic-engine