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Zhiquan Lai

national university of defense technology

12H指数
72论文数
406被引数
收录论文 17
发表时间
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Pro-Prophet: A Systematic Load Balancing Method for Efficient Parallel Training of Large-Scale MoE ModelsPro-Prophet: 一种针对大规模MoE模型高效并行训练的系统性负载均衡方法
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-03-02
err0
PREAI
errWei Wang; Zhiquan Lai; Dongsheng Li; Shengwei Li; Weijie Liu; Keshi Ge; Ao Shen; Huayou Su
err分享
err收藏
PDGNN: Efficient Micro-batch GNN Training via Degree-Pruned Partitioning and Redundancy EliminationPDGNN：通过度剪枝分区和冗余消除实现高效的微批次GNN训练
errACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION
IF1.8
err2025-12-01
err0
PREAI
errZhang, Lizhi; Jia, Menghan; Gong, Ping; Lai, Zhiquan; Li, Dongsheng; Fu, Yongquan; Shen, Ao; Lu, Kai
err分享
err收藏
Oases: Efficient Large-Scale Model Training on Commodity Servers via Overlapped and Automated Tensor Model Parallelism绿洲：通过重叠和自动张量模型并行在商品服务器上高效训练大规模模型
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2025-09-01
err0
PREAI
errShengwei Li; Zhiquan Lai; Dongsheng Li; Yanqi Hao; Weijie Liu; Keshi Ge; Xiaoge Deng; Kai Lu
err分享
err收藏
FMCC-RT: a scalable and fine-grained all-reduce algorithm for large-scale SMP clustersFmcc-rt: 一种适用于大规模SMP集群的可扩展细粒度all-reduce算法
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2025-04-21
err0
PREAI
errPeng, Jintao; Liu, Jie; Fang, Jianbin; Xie, Min; Dai, Yi; Lai, Zhiquan; Yang, Bo; Gong, Chunye; Mao, Xinjun; Mao, Guo; Ren, Jie
err分享
err收藏
Efficient deep neural network training via decreasing precision with layer capacity通过层容量降低精度进行高效的深度神经网络训练
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2025-01-28
err0
errOAAI
errShen, Ao; Lai, Zhiquan; Sun, Tao; Li, Shengwei; Ge, Keshi; Liu, Weijie; Li, Dongsheng
err分享
err收藏
A Multidimensional Communication Scheduling Method for Hybrid Parallel DNN Training
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-08-01
err0
PREAI
errLi, Shengwei; Lu, Kai; Lai, Zhiquan; Liu, Weijie; Ge, Keshi; Li, Dongsheng
err分享
err收藏
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-04-01
err2
PREAI
errLi, Dongsheng; Li, Shengwei; Lai, Zhiquan; Fu, Yongquan; Ye, Xiangyu; Cai, Lei; Qiao, Linbo
err分享
err收藏
AutoPipe-H: A Heterogeneity-Aware Data-Paralleled Pipeline Approach on Commodity GPU Servers
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-01-01
err0
PREAI
errLiu, Weijie; Lu, Kai; Lai, Zhiquan; Li, Shengwei; Ge, Keshi; Li, Dongsheng; Lu, Xicheng
err分享
err收藏
Accelerating GNN Training by Adapting Large Graphs to Distributed Heterogeneous Architectures通过使大型图适应分布式异构体系结构来加速GNN训练
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-12-01
err3
PREAI
errZhang, Lizhi; Lu, Kai; Lai, Zhiquan; Fu, Yongquan; Tang, Yu; Li, Dongsheng
err分享
err收藏
A Survey on Auto-Parallelism of Large-Scale Deep Learning Training大规模深度学习训练的自动并行性研究综述
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2023-08-01
err7
PREAI
errLiang, Peng; Tang, Yu; Zhang, Xiaoda; Bai, Youhui; Su, Teng; Lai, Zhiquan; Qiao, Linbo; Li, Dongsheng
err分享
err收藏
Accelerate distributed deep learning with cluster-aware sketch quantization通过聚类感知草图量化加速分布式深度学习
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2023-05-22
err3
PREAI
errGe, Keshi; Zhang, Yiming; Fu, Yongquan; Lai, Zhiquan; Deng, Xiaoge; Li, Dongsheng
err分享
err收藏
Merak: An Efficient Distributed DNN Training Framework With Automated 3D Parallelism for Giant Foundation Models
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2023-05-01
err18
errOAAI
errLai, Zhiquan; Li, Shengwei; Tang, Xudong; Ge, Keshi; Liu, Weijie; Duan, Yabo; Qiao, Linbo; Li, Dongsheng
err分享
err收藏
Hierarchical Adaptive Pooling by Capturing High-Order Dependency for Graph Representation Learning通过捕获图表示学习的高阶依赖来实现分层自适应池化
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-04-01
err13
errOAAI
errLiu, Ning; Jian, Songlei; Li, Dongsheng; Zhang, Yiming; Lai, Zhiquan; Xu, Hongzuo
err分享
err收藏
Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2023-04-01
err3
PREAI
errGe, Keshi; Lu, Kai; Fu, Yongquan; Deng, Xiaoge; Lai, Zhiquan; Li, Dongsheng
err分享
err收藏
Increasing Momentum-Like Factors: A Method for Reducing Training Errors on Multiple GPUs
errTSINGHUA SCIENCE AND TECHNOLOGY
IF3.5
err2022-02-01
err3
errOAAI
errTang, Yu; Kan, Zhigang; Yin, Lujia; Lai, Zhiquan; Zhang, Zhaoning; Qiao, Linbo; Li, Dongsheng
err分享
err收藏
Coordinative Scheduling of Computation and Communication in Data-Parallel Systems
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2020-01-01
err2
errOAAI
errLi, Dongsheng; Hu, Zhiyao; Lai, Zhiquan; Zhang, Yiming; Lu, Kai
err分享
err收藏
PoweRock: Power Modeling and Flexible Dynamic Power Management for Many-Core ArchitecturesPoweRock: 面向多核架构的电源建模和灵活的动态电源管理
errieee open journal of circuits and systems
IF4.4
err2017-06-01
err10
PREAI
errLai, Zhiquan; Lam, King Tin; Wang, Cho-Li; Su, Jinshu
err分享
err收藏

研究方向

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合作学者
合作期刊
刘洁 封面图
刘洁 (Jie Liu)
H 指数: 43 · 论文数: 549
B
Bo Yang
H 指数: 41 · 论文数: 477
D
Dongsheng Li
H 指数: 41 · 论文数: 632
T
Tao Sun
H 指数: 40 · 论文数: 224
D
Dongsheng Li
H 指数: 38 · 论文数: 218
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