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Journal Articles
- 2024
[j9]Guozheng Wang
, Yongmei Lei, Zeyu Zhang, Cunlu Peng:
2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce. Int. J. Mach. Learn. Cybern. 15(2): 207-226 (2024)- 2023
- [j8]Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng:
A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce. Data Sci. Eng. 8(1): 61-72 (2023) - [j7]Guozheng Wang, Yongmei Lei, Yongwen Qiu, Lingfei Lou, Yixin Li:
Communication-efficient ADMM-based distributed algorithms for sparse training. Neurocomputing 550: 126456 (2023) - 2021
- [j6]Dongxia Wang, Yongmei Lei, Jianhui Zhou:
Hybrid MPI/OpenMP parallel asynchronous distributed alternating direction method of multipliers. Computing 103(12): 2737-2762 (2021) - [j5]Hailan Pan, Yongmei Lei, Shi Yin:
K-means clustering algorithm for data distribution in cloud computing environment. Int. J. Grid Util. Comput. 12(3): 322-331 (2021) - [j4]Dongxia Wang, Yongmei Lei, Jinyang Xie, Guozheng Wang:
HSAC-ALADMM: an asynchronous lazy ADMM algorithm based on hierarchical sparse allreduce communication. J. Supercomput. 77(8): 8111-8134 (2021) - 2019
- [j3]Dongxia Wang, Yongmei Lei, Shenghong Jiang:
Group-Based Asynchronous Distributed Alternating Direction Method of Multipliers in Multicore Cluster. Comput. Informatics 38(4): 765-789 (2019) - 2018
- [j2]Hailan Pan, Yongmei Lei, Chen Jian:
Research on digital image encryption algorithm based on double logistic chaotic map. EURASIP J. Image Video Process. 2018: 142 (2018) - 2013
- [j1]Hong Zhang, Yongmei Lei:
BSP-Based Support Vector Regression Machine Parallel Framework. Int. J. Networked Distributed Comput. 1(3): 134-143 (2013)
Conference and Workshop Papers
- 2024
- [c28]Yixin Li, Yongmei Lei:
Distributed and Correlation Group-based Sure Independence Screening and Sparsifying Operator. IJCNN 2024: 1-8 - [c27]Xueting Wen, Yongmei Lei:
A Fast ADMM Framework for Training Deep Neural Networks Without Gradients. IJCNN 2024: 1-8 - 2023
- [c26]Yongwen Qiu, Yongmei Lei, Guozheng Wang:
PSRA-HGADMM: A Communication Efficient Distributed ADMM Algorithm. ICPP 2023: 82-91 - 2022
- [c25]Zeyu Zhang, Yongmei Lei, Dongxia Wang, Guozheng Wang:
Distributed ADMM Based on Sparse Computation and Allreduce Communication. ISPA/BDCloud/SocialCom/SustainCom 2022: 722-729 - 2021
- [c24]Xin Huang, Guozheng Wang, Yongmei Lei:
GR-ADMM: A Communication Efficient Algorithm Based on ADMM. ISPA/BDCloud/SocialCom/SustainCom 2021: 220-227 - [c23]Qinnan Qiu, Yongmei Lei, Dongxia Wang, Guozheng Wang:
An efficient hybrid MPI/OpenMP parallelization of the asynchronous ADMM algorithm. ISPA/BDCloud/SocialCom/SustainCom 2021: 563-570 - 2020
- [c22]Jiawei Ji, Yongmei Lei, Shenghong Jiang:
A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierarchical Structure. ICA3PP (1) 2020: 143-158 - 2019
- [c21]Dongxia Wang, Yongmei Lei:
Asynchronous Distributed ADMM for Learning with Large-Scale and High-Dimensional Sparse Data Set. ADHIP (2) 2019: 259-274 - [c20]Shenghong Jiang, Yongmei Lei, Shuqing Wang, Dongxia Wang:
An Asynchronous ADMM Algorithm for Distributed Optimization with Dynamic Scheduling Strategy. HPCC/SmartCity/DSS 2019: 1-8 - [c19]Jinyang Xie, Yongmei Lei:
ADMMLIB: A Library of Communication-Efficient AD-ADMM for Distributed Machine Learning. NPC 2019: 322-326 - 2018
- [c18]Shuqing Wang, Yongmei Lei:
Fast Communication Structure for Asynchronous Distributed ADMM Under Unbalance Process Arrival Pattern. ICANN (1) 2018: 362-371 - [c17]Jianhui Zhou, Yongmei Lei:
Asynchronous Group-Based ADMM Algorithm under Efficient Communication Structure. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 135-140 - 2016
- [c16]Ling Fang, Yongmei Lei:
An Asynchronous Distributed ADMM Algorithm and Efficient Communication Model. DASC/PiCom/DataCom/CyberSciTech 2016: 136-140 - 2015
- [c15]Xue Chen, Yongmei Lei:
Analysis of MPICH Communication Interface and Optimization of Data Partitioning in Matrix Calculation. UIC/ATC/ScalCom 2015: 1803-1808 - 2014
- [c14]Yuan Xue, Yongmei Lei:
LRU-MRU with Physical Address Cache Replacement Algorithm on FPGA Application. CSE 2014: 1302-1307 - [c13]Tilong Qi, Yongmei Lei:
The Parallel Implementation of Interval Global Optimization Algorithm and Its Application. CSE 2014: 1658-1663 - 2013
- [c12]Hong Zhang, Yongmei Lei:
BSP-based support vector regression machine parallel framework. ICIS 2013: 329-334 - [c11]Cheng Chen, Yongmei Lei:
A New Reliable Hybrid Algorithm for Shortening the Expanding Range of Interval. GreenCom/iThings/CPScom 2013: 2178-2182 - 2012
- [c10]Ronggang Jia, Yongmei Lei, Gaozhao Chen, Xuening Fan:
Parallel Predicting Algorithm Based on Support Vector Regression Machine. ACIS-ICIS 2012: 488-493 - [c9]Xuening Fan, Yongmei Lei, Ronggang Jia:
Branch Strategy and Deletion Strategy Matching on Interval Global Optimization Algorithm. CIT 2012: 1034-1039 - 2010
- [c8]Jie Cui, Xue Chen, Yongmei Lei, Weimin Xu:
Improving the Efficiency of Scheduling and Placement in FPGA by Small-world Model Based Genetic Algorithm. CIT 2010: 99-106 - [c7]Jinshi Zhu, Yongmei Lei, Jianchen Shan:
Parallel FMM Algorithm Based on Space Decomposition. GCC 2010: 168-173 - 2009
- [c6]Yongmei Lei, Shaojun Chen:
A Reliable Parallel Interval Global Optimization Algorithm Based on Mind Evolutionary Computation. ChinaGrid 2009: 205-209 - [c5]Jie Yu, Xiangfeng Luo, Feiyue Ye, Yongmei Lei:
Generation of Web Knowledge Flow for Personalized Services. ISPA 2009: 623-628 - 2008
- [c4]Yongmei Lei, Huaikou Miao, Lijie Li:
Research of a Grid-enabled Parallel Computational Model and Algorithm Implementation. ChinaGrid 2008: 311-316 - 2007
- [c3]Lijie Li, Yongmei Lei, Ying Zhang:
A Novel Evolutionary Algorithm for Function Optimization Using MEC. CIS 2007: 80-84 - 2005
- [c2]Hongxia Cai, Tao Yu, Minglun Fang, Yongmei Lei:
Security solution to manufacturing grid usage scenarios. CCGRID 2005: 638-643 - 2003
- [c1]Yongmei Lei, Weimin Xu, Bingqiang Wang:
The System for Computing of Molecule Structure on the Computational Grid Environment. GCC (1) 2003: 225-228
Parts in Books or Collections
- 2015
- [p1]Junjie Zhang, Yongmei Lei:
Improving Content Recommendation in Social Streams via Interest Model. Computer and Information Science 2015: 57-70
Coauthor Index
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