Concepedia

Shichao Cheng

SC

14

Publications

421

Citations

11

H-Index

2017

Active since

Affiliations

Dalian University of Technology(Current)

Guilin University of Electronic Technology

Hangzhou Dianzi University

Shichao Cheng is an author at Dalian University of Technology specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringDeep LearningMachine LearningInverse ProblemsData ScienceComputer ScienceImage AnalysisMedical Image ComputingMachine VisionRobot Learning

Publications per year

2017–2024

14

Publications

14

On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems

Risheng Liu, Shichao Cheng, Yi He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 75 citations

Numerical Analysis, Mathematical Programming, Large-scale Global Optimization +18

Intestinal microbiota impact sepsis associated encephalopathy via the vagus nerve

Suyan Li, Jian Lv, Jianguo Li et al. · Neuroscience Letters · 2017 · 72 citations · Full text

Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications

Risheng Liu, Shichao Cheng, Long Ma et al. · IEEE Transactions on Image Processing · 2019 · 66 citations

Artificial Intelligence, Model Optimization, Engineering +13

A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling

Risheng Liu, Yuxi Zhang, Shichao Cheng et al. · IEEE Transactions on Medical Imaging · 2020 · 31 citations

Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework

Risheng Liu, Xin Fan, Shichao Cheng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 28 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +15

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