Lei Yang

Lei Yang

University of Nevada, Reno

H-index: 25

North America-United States

About Lei Yang

Lei Yang, With an exceptional h-index of 25 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Nevada, Reno, specializes in the field of Big Data Analytics, Smart Grid, Edge Intelligence, Edge/Fog Computing, Cyber Physical System.

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

MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes

Feature Collusion Attack on PMU Data-driven Event Classification

Towards Distributed Learning of PMU Data: A Federated Learning based Event Classification Approach

Many-to-many matching based task allocation for dispersed computing

Toward efficient homomorphic encryption for outsourced databases through parallel caching

Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach

TopoCommit: A Topological Commit Protocol for Cross-Ledger Transactions in Scientific Computing

ZeRO++: Extremely Efficient Collective Communication for Large Model Training

Lei Yang Information

University

Position

Assistant Professor of Computer Science and Engineering

Citations(all)

2499

Citations(since 2020)

1805

Cited By

1244

hIndex(all)

25

hIndex(since 2020)

20

i10Index(all)

45

i10Index(since 2020)

34

Email

University Profile Page

University of Nevada, Reno

Google Scholar

View Google Scholar Profile

Lei Yang Skills & Research Interests

Big Data Analytics

Smart Grid

Edge Intelligence

Edge/Fog Computing

Cyber Physical System

Top articles of Lei Yang

Title

Journal

Author(s)

Publication Date

MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes

arXiv preprint arXiv:2404.15668

Xiaolong Ma

Feng Yan

Lei Yang

Ian Foster

Michael E Papka

...

2024/4/24

Feature Collusion Attack on PMU Data-driven Event Classification

Amir Ghasemkhani

Rutuja Sanjeev Haridas

Seyed Mahmoud Sajjadi Mohammadabadi

Lei Yang

2024/2/19

Towards Distributed Learning of PMU Data: A Federated Learning based Event Classification Approach

Seyed Mahmoud Sajjadi Mohammadabadi

Yunchuan Liu

Abraham Canafe

Lei Yang

2023/7/16

Many-to-many matching based task allocation for dispersed computing

Computing

Hongwen Hui

Fuhong Lin

Lei Meng

Lei Yang

Xianwei Zhou

2023/7

Toward efficient homomorphic encryption for outsourced databases through parallel caching

Proceedings of the ACM on Management of Data

Olamide Timothy Tawose

Jun Dai

Lei Yang

Dongfang Zhao

2023/5/30

Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach

arXiv preprint arXiv:2312.05642

Seyed Mahmoud Sajjadi Mohammadabadi

Syed Zawad

Feng Yan

Lei Yang

2023/12/9

TopoCommit: A Topological Commit Protocol for Cross-Ledger Transactions in Scientific Computing

Olamide Timothy Tawose

Lei Yang

Dongfang Zhao

2023/10/31

ZeRO++: Extremely Efficient Collective Communication for Large Model Training

Guanhua Wang

Heyang Qin

Sam Ade Jacobs

Xiaoxia Wu

Connor Holmes

...

2023/10/13

Nemo: An open-source transformer-supercharged benchmark for fine-grained wildfire smoke detection

Remote Sensing

Amirhessam Yazdi

Heyang Qin

Connor B Jordan

Lei Yang

Feng Yan

2022/8/16

Data imputation for multivariate time series sensor data with large gaps of missing data

IEEE Sensors Journal

Rui Wu

Scott D Hamshaw

Lei Yang

Dustin W Kincaid

Randall Etheridge

...

2022/4/11

Weakly supervised event classification using imperfect real-world pmu data with scarce labels

Yunchuan Liu

Lei Yang

2022/7/17

DCCA Enhanced Forced Oscillation Frequency Detection Using Real-world PMU Data

Abraham Canafe

Yunchuan Liu

Lei Yang

Hanif Livani

2022/2/28

Real-time event detection using rank signatures of real-world PMU data

Amir Ghasemkhani

Yunchuan Liu

Lei Yang

2022/7/17

Topological modeling and parallelization of multidimensional data on microelectrode arrays

Olamide Timothy Tawose

Bin Li

Lei Yang

Feng Yan

Dongfang Zhao

2022/5/30

Drifting Streaming Peaks-Over-Threshold-Enhanced Self-Evolving Neural Networks for Short-Term Wind Farm Generation Forecast

Future Internet

Yunchuan Liu

Amir Ghasemkhani

Lei Yang

2022/12/28

Robust event classification using imperfect real-world PMU data

IEEE Internet of Things Journal

Yunchuan Liu

Lei Yang

Amir Ghasemkhani

Hanif Livani

Virgilio A Centeno

...

2022/5/24

AI service placement for multi-access edge intelligence systems in 6G

IEEE Transactions on Network Science and Engineering

Jiaxin Li

Fuhong Lin

Lei Yang

Daochao Huang

2022/12/13

Affective computing model with impulse control in internet of things based on affective robotics

IEEE Internet of Things Journal

Hongwen Hui

Fuhong Lin

Lei Yang

Chao Gong

Haitao Xu

...

2022/5/19

Collusion-resistant worker recruitment in crowdsourcing systems

IEEE Transactions on Mobile Computing

Mingyan Xiao

Wenqiang Jin

Ming Li

Lei Yang

Arun Thapa

...

2021/4/6

Pmu-data-driven event classification in power transmission grids

Iman Niazazari

Yunchuan Liu

Amir Ghasenikhani

Shuchismita Biswas

Hanif Livani

...

2021/2/16

See List of Professors in Lei Yang University(University of Nevada, Reno)

Co-Authors

H-index: 182
HV Poor

HV Poor

Princeton University

H-index: 55
Junshan Zhang

Junshan Zhang

Arizona State University

H-index: 54
Xu Chen

Xu Chen

Sun Yat-Sen University

H-index: 45
Shibo He

Shibo He

Zhejiang University

H-index: 30
Hongseok Kim

Hongseok Kim

Sogang University

H-index: 30
Virgilio Centeno

Virgilio Centeno

Virginia Polytechnic Institute and State University

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