Yongmei Lei

45 papers B 5C 7Journal 14Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
The Fast Inertial ADMM optimization framework for distributed machine learning.
Future Gener. Comput. Syst.
Guozheng Wang, Dongxia Wang, Chengfan Li, Yongmei Lei
2024 J jnl
2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce.
Int. J. Mach. Learn. Cybern.
Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng
2024 B conf
A Fast ADMM Framework for Training Deep Neural Networks Without Gradients.
IJCNN
Xueting Wen, Yongmei Lei
2024 B conf
Distributed and Correlation Group-based Sure Independence Screening and Sparsifying Operator.
IJCNN
Yixin Li, Yongmei Lei
2024 B conf
S-ADMM: Optimizing Machine Learning on Imbalanced Datasets Based on ADMM.
SMC
Yixiang Shen, Yongmei Lei, Qinnan Qiu
2023 J jnl
A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce.
Data Sci. Eng.
Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng
2023 J jnl
Communication-efficient ADMM-based distributed algorithms for sparse training.
Neurocomputing
Guozheng Wang, Yongmei Lei, Yongwen Qiu, Lingfei Lou, Yixin Li
2023 B conf
PSRA-HGADMM: A Communication Efficient Distributed ADMM Algorithm.
ICPP
Yongwen Qiu, Yongmei Lei, Guozheng Wang
2022 — conf
Distributed ADMM Based on Sparse Computation and Allreduce Communication.
ISPA/BDCloud/SocialCom/SustainCom
Zeyu Zhang, Yongmei Lei, Dongxia Wang, Guozheng Wang
2021 — conf
An efficient hybrid MPI/OpenMP parallelization of the asynchronous ADMM algorithm.
ISPA/BDCloud/SocialCom/SustainCom
Qinnan Qiu, Yongmei Lei, Dongxia Wang, Guozheng Wang
2021 — conf
GR-ADMM: A Communication Efficient Algorithm Based on ADMM.
ISPA/BDCloud/SocialCom/SustainCom
Xin Huang, Guozheng Wang, Yongmei Lei
2021 J jnl
HSAC-ALADMM: an asynchronous lazy ADMM algorithm based on hierarchical sparse allreduce communication.
J. Supercomput.
Dongxia Wang, Yongmei Lei, Jinyang Xie, Guozheng Wang
2021 J jnl
Hybrid MPI/OpenMP parallel asynchronous distributed alternating direction method of multipliers.
Computing
Dongxia Wang, Yongmei Lei, Jianhui Zhou
2021 J jnl
K-means clustering algorithm for data distribution in cloud computing environment.
Int. J. Grid Util. Comput.
Hailan Pan, Yongmei Lei, Shi Yin
2020 — conf
A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierarchical Structure.
ICA3PP (1)
Jiawei Ji, Yongmei Lei, Shenghong Jiang
2020 J jnl
Classification of Medical Text Data Using Convolutional Neural Network-Support Vector Machine Method.
J. Medical Imaging Health Informatics
Lan Liu, Xiankun Sun, Chengfan Li, Yongmei Lei
2019 C conf
ADMMLIB: A Library of Communication-Efficient AD-ADMM for Distributed Machine Learning.
NPC
Jinyang Xie, Yongmei Lei
2019 — conf
An Asynchronous ADMM Algorithm for Distributed Optimization with Dynamic Scheduling Strategy.
HPCC/SmartCity/DSS
Shenghong Jiang, Yongmei Lei, Shuqing Wang, Dongxia Wang
2019 — conf
Asynchronous Distributed ADMM for Learning with Large-Scale and High-Dimensional Sparse Data Set.
ADHIP (2)
Dongxia Wang, Yongmei Lei
2019 J jnl
Clustering of Remote Sensing Data Based on K-Nearest Neighbors Sampling With Non-Evenly Division.
IEEE Access
Lan Liu, Cheng-Fan Li, Xian-Kun Sun, Yongmei Lei, Wen Si, Ming-Shu Lai
2019 C conf
Collaborative Computing of Urban Built-Up Area Identification from Remote Sensing Image.
CollaborateCom
Chengfan Li, Lan Liu, Yongmei Lei, Xiankun Sun, Jun-Juan Zhao
2019 J jnl
Group-Based Asynchronous Distributed Alternating Direction Method of Multipliers in Multicore Cluster.
Comput. Informatics
Dongxia Wang, Yongmei Lei, Shenghong Jiang
2018 — conf
Asynchronous Group-Based ADMM Algorithm under Efficient Communication Structure.
ISPA/IUCC/BDCloud/SocialCom/SustainCom
Jianhui Zhou, Yongmei Lei
2018 — conf
Fast Communication Structure for Asynchronous Distributed ADMM Under Unbalance Process Arrival Pattern.
ICANN (1)
Shuqing Wang, Yongmei Lei
2018 J jnl
Research on digital image encryption algorithm based on double logistic chaotic map.
EURASIP J. Image Video Process.
Hailan Pan, Yongmei Lei, Chen Jian
2017 J jnl
Clustering for HSI hyperspectral image with weighted PCA and ICA.
J. Intell. Fuzzy Syst.
Cheng-Fan Li, Lan Liu, Yongmei Lei, Jing-Yuan Yin, Jun-Juan Zhao, Xian-Kun Sun
2016 J jnl
A New Fuzzy Clustering Method With Neighborhood Distance Constraint for Volcanic Ash Cloud.
IEEE Access
Lan Liu, Cheng-Fan Li, Yongmei Lei, Jun-Juan Zhao, Jing-Yuan Yin, Xian-Kun Sun
2016 — conf
An Asynchronous Distributed ADMM Algorithm and Efficient Communication Model.
DASC/PiCom/DataCom/CyberSciTech
Ling Fang, Yongmei Lei
2015 — conf
Analysis of MPICH Communication Interface and Optimization of Data Partitioning in Matrix Calculation.
UIC/ATC/ScalCom
Xue Chen, Yongmei Lei
2015 — ch.
Improving Content Recommendation in Social Streams via Interest Model.
Computer and Information Science
Junjie Zhang, Yongmei Lei
2014 — conf
LRU-MRU with Physical Address Cache Replacement Algorithm on FPGA Application.
CSE
Yuan Xue, Yongmei Lei
2014 — conf
The Parallel Implementation of Interval Global Optimization Algorithm and Its Application.
CSE
Tilong Qi, Yongmei Lei
2013 — conf
A New Reliable Hybrid Algorithm for Shortening the Expanding Range of Interval.
GreenCom/iThings/CPScom
Cheng Chen, Yongmei Lei
2013 J jnl
BSP-Based Support Vector Regression Machine Parallel Framework.
Int. J. Networked Distributed Comput.
Hong Zhang, Yongmei Lei
2013 C conf
BSP-based support vector regression machine parallel framework.
ICIS
Hong Zhang, Yongmei Lei
2012 C conf
Branch Strategy and Deletion Strategy Matching on Interval Global Optimization Algorithm.
CIT
Xuening Fan, Yongmei Lei, Ronggang Jia
2012 — conf
Parallel Predicting Algorithm Based on Support Vector Regression Machine.
ACIS-ICIS
Ronggang Jia, Yongmei Lei, Gaozhao Chen, Xuening Fan
2010 C conf
Improving the Efficiency of Scheduling and Placement in FPGA by Small-world Model Based Genetic Algorithm.
CIT
Jie Cui, Xue Chen, Yongmei Lei, Weimin Xu
2010 — conf
Parallel FMM Algorithm Based on Space Decomposition.
GCC
Jinshi Zhu, Yongmei Lei, Jianchen Shan
2009 — conf
A Reliable Parallel Interval Global Optimization Algorithm Based on Mind Evolutionary Computation.
ChinaGrid
Yongmei Lei, Shaojun Chen
2009 C conf
Generation of Web Knowledge Flow for Personalized Services.
ISPA
Jie Yu, Xiangfeng Luo, Feiyue Ye, Yongmei Lei
2008 — conf
Research of a Grid-enabled Parallel Computational Model and Algorithm Implementation.
ChinaGrid
Yongmei Lei, Huaikou Miao, Lijie Li
2007 C conf
A Novel Evolutionary Algorithm for Function Optimization Using MEC.
CIS
Lijie Li, Yongmei Lei, Ying Zhang
2005 B conf
Security solution to manufacturing grid usage scenarios.
CCGRID
Hongxia Cai, Tao Yu, Minglun Fang, Yongmei Lei
2003 — conf
The System for Computing of Molecule Structure on the Computational Grid Environment.
GCC (1)
Yongmei Lei, Weimin Xu, Bingqiang Wang