Concepedia

Xiangyi Chen

XC

25

Publications

2.4K

Citations

20

H-Index

1998

Active since

Affiliations

University of Minnesota(Current)

University of Minnesota System

Northeastern University

Twin Cities Orthopedics

Ministry of Public Security of the People's Republic of China

Xiangyi Chen is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceComputer EngineeringEdge ComputingFederated LearningArtificial IntelligenceInternet Of Things

Publications per year

1998–2023

25

Publications

25

Learning to Optimize: Training Deep Neural Networks for Interference Management

Haoran Sun, Xiangyi Chen, Qingjiang Shi et al. · IEEE Transactions on Signal Processing · 2018 · 847 citations · Full text

A deep learning method for online capacity estimation of lithium-ion batteries

Sheng Shen, Mohammadkazem Sadoughi, Xiangyi Chen et al. · Journal of Energy Storage · 2019 · 368 citations · Full text

Electrical Engineering, Engineering, Machine Learning +10

Learning to optimize: Training deep neural networks for wireless resource management

Haoran Sun, Xiangyi Chen, Qingjiang Shi et al. · 2017 · 317 citations

Wireless Communications, Engineering, Machine Learning +14

On the Convergence of A Class of Adam-Type Algorithms for Non-Convex\n Optimization

Xiangyi Chen, Sijia Liu, Ruoyu Sun et al. · arXiv (Cornell University) · 2018 · 117 citations · Full text

On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization

Xiangyi Chen, Sijia Liu, Ruoyu Sun et al. · arXiv (Cornell University) · 2018 · 93 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +19

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