Xupeng Miao - Publications, H-index & Citations

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Xupeng Miao

peking university

19H-index

81Paper Count

1.1KCitation Count

Published Papers 6

Publication Date

Efficient and scalable huge embedding model training via distributed cache management

VLDB JOURNAL

IF3.8

2025-03-05

PREAI

Miao, Xupeng; Zhang, Hailin; Shi, Yining; Nie, Xiaonan; Yang, Zhi; Tao, Yangyu; Jiang, Jie; Cui, Bin

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Improving Automatic Parallel Training via Balanced Memory Workload Optimization

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-08-01

OAAI

Wang, Yujie; Jiang, Youhe; Miao, Xupeng; Fu, Fangcheng; Zhu, Shenhan; Nie, Xiaonan; Tu, Yaofeng; Cui, Bin

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Distributed Graph Neural Network Training: A Survey

ACM COMPUTING SURVEYS

IF28

2024-04-10

OAAI

Shao, Yingxia; Li, Hongzheng; Gu, Xizhi; Yin, Hongbo; Li, Yawen; Miao, Xupeng; Zhang, Wentao; Cui, Bin; Chen, Lei

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Hetu: a highly efficient automatic parallel distributed deep learning system

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2022-12-01

OAAI

Miao, Xupeng; Nie, Xiaonan; Zhang, Hailin; Zhao, Tong; Cui, Bin

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CuWide: Towards Efficient Flow-Based Training for Sparse Wide Models on GPUs

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-09-01

PREAI

Miao, Xupeng; Ma, Lingxiao; Yang, Zhi; Shao, Yingxia; Cui, Bin; Yu, Lele; Jiang, Jiawei

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Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-Aware Deep Architecture

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-01-01

PREAI

Miao, Xupeng; Zhang, Wentao; Shao, Yingxia; Cui, Bin; Chen, Lei; Zhang, Ce; Jiang, Jiawei

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Research Directions