Yongmei Lei

According to our database, Yongmei Lei authored at least 43 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The Fast Inertial ADMM optimization framework for distributed machine learning.

Guozheng Wang, Dongxia Wang, Chengfan Li, Yongmei Lei

Future Gener. Comput. Syst., 2025

2024

2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce.

Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng

Int. J. Mach. Learn. Cybern., February, 2024

A Fast ADMM Framework for Training Deep Neural Networks Without Gradients.

Xueting Wen, Yongmei Lei

Proceedings of the International Joint Conference on Neural Networks, 2024

Distributed and Correlation Group-based Sure Independence Screening and Sparsifying Operator.

Yixin Li, Yongmei Lei

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce.

Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng

Data Sci. Eng., March, 2023

Communication-efficient ADMM-based distributed algorithms for sparse training.

Guozheng Wang, Yongmei Lei, Yongwen Qiu, Lingfei Lou, Yixin Li

Neurocomputing, 2023

PSRA-HGADMM: A Communication Efficient Distributed ADMM Algorithm.

Yongwen Qiu, Yongmei Lei, Guozheng Wang

Proceedings of the 52nd International Conference on Parallel Processing, 2023

2022

Distributed ADMM Based on Sparse Computation and Allreduce Communication.

Zeyu Zhang, Yongmei Lei, Dongxia Wang, Guozheng Wang

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

2021

HSAC-ALADMM: an asynchronous lazy ADMM algorithm based on hierarchical sparse allreduce communication.

Dongxia Wang, Yongmei Lei, Jinyang Xie, Guozheng Wang

J. Supercomput., 2021

K-means clustering algorithm for data distribution in cloud computing environment.

Hailan Pan, Yongmei Lei, Shi Yin

Int. J. Grid Util. Comput., 2021

Hybrid MPI/OpenMP parallel asynchronous distributed alternating direction method of multipliers.

Dongxia Wang, Yongmei Lei, Jianhui Zhou

Computing, 2021

An efficient hybrid MPI/OpenMP parallelization of the asynchronous ADMM algorithm.

Qinnan Qiu, Yongmei Lei, Dongxia Wang, Guozheng Wang

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

GR-ADMM: A Communication Efficient Algorithm Based on ADMM.

Xin Huang, Guozheng Wang, Yongmei Lei

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

2020

Classification of Medical Text Data Using Convolutional Neural Network-Support Vector Machine Method.

Lan Liu, Xiankun Sun, Chengfan Li, Yongmei Lei

J. Medical Imaging Health Informatics, 2020

A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierarchical Structure.

Jiawei Ji, Yongmei Lei, Shenghong Jiang

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

2019

Group-Based Asynchronous Distributed Alternating Direction Method of Multipliers in Multicore Cluster.

Dongxia Wang, Yongmei Lei, Shenghong Jiang

Comput. Informatics, 2019

Clustering of Remote Sensing Data Based on K-Nearest Neighbors Sampling With Non-Evenly Division.

Lan Liu, Cheng-Fan Li, Xian-Kun Sun, Yongmei Lei, Wen Si, Ming-Shu Lai

IEEE Access, 2019

ADMMLIB: A Library of Communication-Efficient AD-ADMM for Distributed Machine Learning.

Jinyang Xie, Yongmei Lei

Proceedings of the Network and Parallel Computing, 2019

An Asynchronous ADMM Algorithm for Distributed Optimization with Dynamic Scheduling Strategy.

Shenghong Jiang, Yongmei Lei, Shuqing Wang, Dongxia Wang

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Collaborative Computing of Urban Built-Up Area Identification from Remote Sensing Image.

Chengfan Li, Lan Liu, Yongmei Lei, Xiankun Sun, Jun-Juan Zhao

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

Asynchronous Distributed ADMM for Learning with Large-Scale and High-Dimensional Sparse Data Set.

Dongxia Wang, Yongmei Lei

Proceedings of the Advanced Hybrid Information Processing, 2019

2018

Research on digital image encryption algorithm based on double logistic chaotic map.

Hailan Pan, Yongmei Lei, Chen Jian

EURASIP J. Image Video Process., 2018

Asynchronous Group-Based ADMM Algorithm under Efficient Communication Structure.

Jianhui Zhou, Yongmei Lei

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Fast Communication Structure for Asynchronous Distributed ADMM Under Unbalance Process Arrival Pattern.

Shuqing Wang, Yongmei Lei

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Clustering for HSI hyperspectral image with weighted PCA and ICA.

Cheng-Fan Li, Lan Liu, Yongmei Lei, Jing-Yuan Yin, Jun-Juan Zhao, Xian-Kun Sun

J. Intell. Fuzzy Syst., 2017

2016

A New Fuzzy Clustering Method With Neighborhood Distance Constraint for Volcanic Ash Cloud.

Lan Liu, Cheng-Fan Li, Yongmei Lei, Jun-Juan Zhao, Jing-Yuan Yin, Xian-Kun Sun

IEEE Access, 2016

An Asynchronous Distributed ADMM Algorithm and Efficient Communication Model.

Ling Fang, Yongmei Lei

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015

Improving Content Recommendation in Social Streams via Interest Model.

Junjie Zhang, Yongmei Lei

Proceedings of the Computer and Information Science, 2015

Analysis of MPICH Communication Interface and Optimization of Data Partitioning in Matrix Calculation.

Xue Chen, Yongmei Lei

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

2014

LRU-MRU with Physical Address Cache Replacement Algorithm on FPGA Application.

Yuan Xue, Yongmei Lei

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

The Parallel Implementation of Interval Global Optimization Algorithm and Its Application.

Tilong Qi, Yongmei Lei

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013

BSP-Based Support Vector Regression Machine Parallel Framework.

Hong Zhang, Yongmei Lei

Int. J. Networked Distributed Comput., 2013

A New Reliable Hybrid Algorithm for Shortening the Expanding Range of Interval.

Cheng Chen, Yongmei Lei

Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012

Branch Strategy and Deletion Strategy Matching on Interval Global Optimization Algorithm.

Xuening Fan, Yongmei Lei, Ronggang Jia

Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

Parallel Predicting Algorithm Based on Support Vector Regression Machine.

Ronggang Jia, Yongmei Lei, Gaozhao Chen, Xuening Fan

Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2010

Parallel FMM Algorithm Based on Space Decomposition.

Jinshi Zhu, Yongmei Lei, Jianchen Shan

Proceedings of the GCC 2010, 2010

Improving the Efficiency of Scheduling and Placement in FPGA by Small-world Model Based Genetic Algorithm.

Jie Cui, Xue Chen, Yongmei Lei, Weimin Xu

Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009

Generation of Web Knowledge Flow for Personalized Services.

Jie Yu, Xiangfeng Luo, Feiyue Ye, Yongmei Lei

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009

A Reliable Parallel Interval Global Optimization Algorithm Based on Mind Evolutionary Computation.

Yongmei Lei, Shaojun Chen

Proceedings of the Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong, 2009

2008

Research of a Grid-enabled Parallel Computational Model and Algorithm Implementation.

Yongmei Lei, Huaikou Miao, Lijie Li

Proceedings of the Third ChinaGrid Annual Conference, ChinaGrid 2008, Dunhuang, Gansu, 2008

2007

A Novel Evolutionary Algorithm for Function Optimization Using MEC.

Lijie Li, Yongmei Lei, Ying Zhang

Proceedings of the Computational Intelligence and Security, International Conference, 2007

2005

Security solution to manufacturing grid usage scenarios.

Hongxia Cai, Tao Yu, Minglun Fang, Yongmei Lei

Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2003

The System for Computing of Molecule Structure on the Computational Grid Environment.

Yongmei Lei, Weimin Xu, Bingqiang Wang

Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003