Yiwei Li

National Tsing Hua University

H-index: 11

Asia-Taiwan

About Yiwei Li

Yiwei Li, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at National Tsing Hua University, specializes in the field of Distributed optimization, machine learning, wireless networks, IoT, security and privacy.

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

Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification

Differentially private federated clustering over non-IID data

Artificial Intelligence‐Guided Gut‐Microenvironment‐Triggered Imaging Sensor Reveals Potential Indicators of Parkinson's Disease

A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network

Differentially private federated learning in edge networks: The perspective of noise reduction

Federated stochastic primal-dual learning with differential privacy

Secure federated averaging algorithm with differential privacy

Yiwei Li Information

University	National Tsing Hua University
Position	___
Citations(all)	768
Citations(since 2020)	599
Cited By	435
hIndex(all)	11
hIndex(since 2020)	10
i10Index(all)	13
i10Index(since 2020)	11
Email	Access Email
University Profile Page	National Tsing Hua University
Google Scholar	View Google Scholar Profile

Yiwei Li Skills & Research Interests

Distributed optimization

machine learning

wireless networks

IoT

security and privacy

Top articles of Yiwei Li

Title	Journal	Author(s)	Publication Date
Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification		Yiwei Li Chien-Wei Huang Shuai Wang Chong-Yung Chi Tony QS Quek	2023/9/17
Differentially private federated clustering over non-IID data	IEEE Internet of Things Journal	Yiwei Li Shuai Wang Chong-Yung Chi Tony QS Quek	2023/9/7
Artificial Intelligence‐Guided Gut‐Microenvironment‐Triggered Imaging Sensor Reveals Potential Indicators of Parkinson's Disease	Advanced Science	Yiwei Li Hong‐Xia Ren Chong‐Yung Chi Yang‐Bao Miao	2024/4/3
A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network		Meng-Hsuan Lin Yiwei Li Shuai Wang Ruihong Jiang Chong-Yung Chi	2023/6/20
Differentially private federated learning in edge networks: The perspective of noise reduction	IEEE Network	Yiwei Li Shuai Wang Chong-Yung Chi Tony QS Quek	2022/11/25
Federated stochastic primal-dual learning with differential privacy	arXiv preprint arXiv:2204.12284	Yiwei Li Shuai Wang Tsung-Hui Chang Chong-Yung Chi	2022/4/26
Secure federated averaging algorithm with differential privacy		Yiwei Li Tsung-Hui Chang Chong-Yung Chi	2020/9/21