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Xiaoge Deng

Intelligent Game and Decision Lab

4H-index
18Paper Count
53Citation Count
Published Papers 9
Publication Date
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Oases: Efficient Large-Scale Model Training on Commodity Servers via Overlapped and Automated Tensor Model Parallelism
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
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Toward Understanding the Generalizability of Delayed Stochastic Gradient Descent
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errXiaoge Deng; Li Shen; Shengwei Li; Tao Sun; Dongsheng Li; Dacheng Tao
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BHerd: Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients
errIEEE Transactions on Computers
IF3.8
err2025-09-01
err0
PREAI
errPing Luo; Xiaoge Deng; Ziqing Wen; Tao Sun; Dongsheng Li
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Decentralized stochastic sharpness-aware minimization algorithm
errNEURAL NETWORKS
IF6.3
err2024-08-01
err0
PREAI
errChen, Simiao; Deng, Xiaoge; Xu, Dongpo; Sun, Tao; Li, Dongsheng
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Accelerate distributed deep learning with cluster-aware sketch quantization
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2023-05-22
err3
PREAI
errGe, Keshi; Zhang, Yiming; Fu, Yongquan; Lai, Zhiquan; Deng, Xiaoge; Li, Dongsheng
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errSave
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
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errSave
SIGNGD with Error Feedback Meets Lazily Aggregated Technique: Communication-Efficient Algorithms for Distributed Learning
errTSINGHUA SCIENCE AND TECHNOLOGY
IF3.5
err2022-02-01
err12
errOAAI
errDeng, Xiaoge; Sun, Tao; Liu, Feng; Li, Dongsheng
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errSave
Linear Convergence Rate of Splitting Algorithms for Multi-Block Constrained Convex Minimizations
errIEEE ACCESS
IF3.6
err2020-01-01
err1
errOAAI
errDeng, Xiaoge; Liu, Feng; Huang, Feng
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errSave
A Nonconvex Implementation of Sparse Subspace Clustering: Algorithm and Convergence Analysis
errIEEE ACCESS
IF3.6
err2020-01-01
err5
errOAAI
errDeng, Xiaoge; Sun, Tao; Du, Peibing; Li, Dongsheng
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errSave

Research Directions

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Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.1K
P
Ping Luo
H-index: 48 · Papers: 481
沈力 cover
沈力 (Li Shen)
H-index: 42 · Papers: 345
D
Dongsheng Li
H-index: 41 · Papers: 632
张
张一鸣 (Yiming Zhang)
H-index: 28 · Papers: 383
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