Xiaoge Deng

Intelligent Game and Decision Lab

4H指数

18论文数

53被引数

收录论文 9

发表时间

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

IEEE Transactions on Parallel and Distributed Systems

IF6

2025-09-01

PREAI

Shengwei Li; Zhiquan Lai; Dongsheng Li; Yanqi Hao; Weijie Liu; Keshi Ge; Xiaoge Deng; Kai Lu

Toward Understanding the Generalizability of Delayed Stochastic Gradient Descent 理解延迟随机梯度下降法泛化性的研究

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-09-01

PREAI

Xiaoge Deng; Li Shen; Shengwei Li; Tao Sun; Dongsheng Li; Dacheng Tao

BHerd: Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients BHerd：通过选择有益的本地梯度群来加速联邦学习

IEEE Transactions on Computers

IF3.8

2025-09-01

PREAI

Ping Luo; Xiaoge Deng; Ziqing Wen; Tao Sun; Dongsheng Li

Decentralized stochastic sharpness-aware minimization algorithm

NEURAL NETWORKS

IF6.3

2024-08-01

PREAI

Chen, Simiao; Deng, Xiaoge; Xu, Dongpo; Sun, Tao; Li, Dongsheng

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

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2023-05-22

PREAI

Ge, Keshi; Zhang, Yiming; Fu, Yongquan; Lai, Zhiquan; Deng, Xiaoge; Li, Dongsheng

Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2023-04-01

PREAI

Ge, Keshi; Lu, Kai; Fu, Yongquan; Deng, Xiaoge; Lai, Zhiquan; Li, Dongsheng

SIGNGD with Error Feedback Meets Lazily Aggregated Technique: Communication-Efficient Algorithms for Distributed Learning

TSINGHUA SCIENCE AND TECHNOLOGY

IF3.5

2022-02-01

OAAI

Deng, Xiaoge; Sun, Tao; Liu, Feng; Li, Dongsheng

Linear Convergence Rate of Splitting Algorithms for Multi-Block Constrained Convex Minimizations

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Deng, Xiaoge; Liu, Feng; Huang, Feng

A Nonconvex Implementation of Sparse Subspace Clustering: Algorithm and Convergence Analysis

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Deng, Xiaoge; Sun, Tao; Du, Peibing; Li, Dongsheng

研究方向