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M

Mingshuo Liu

College of Physics and Optoelectronics

3H-index
14Paper Count
40Citation Count
Published Papers 4
Publication Date
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A hardware clock bias correction method for satellite on-board timing modules using a channel-independent PatchTST and TCN-attention-GRU hybrid network
errFrontiers in Astronomy and Space Sciences
IF2.6
err2026-09-02
err0
errOAAI
errKX Kun Xie †; ML Mingshuo Liu †; SL Shaohui Li; CC Chenglin Cai
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errSave
Tensortrim: dynamic tensor-train decomposition for efficient neural network compression
errInternational Journal of Machine Learning and Cybernetics
IF2.7
err2026-03-21
err0
PREAI
errShiyi Luo; Mingshuo Liu; Yunduan Lou; Pu Sun; Yifeng Yu; Shangping Ren; Yu Bai
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errSave
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train
errINTERNET OF THINGS
IF7.6
err2023-07-01
err6
errOAAI
errLiu, Mingshuo; Yin, Miao; Han, Kevin; Demara, Ronald F.; Yuan, Bo; Bai, Yu
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errSave
Autonomous Binarized Focal Loss Enhanced Model Compression Design Using Tensor Train Decomposition
errMICROMACHINES
IF3
err2022-10-14
err1
errOAAI
errLiu, Mingshuo; Luo, Shiyi; Han, Kevin; DeMara, Ronald F.; Bai, Yu
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Ronald F. DeMara
H-index: 30 · Papers: 316
K
Kevin Han
H-index: 29 · Papers: 144
B
Bo Yuan
H-index: 21 · Papers: 118
Y
Yu Bai
H-index: 20 · Papers: 119
S
Shangping Ren
H-index: 19 · Papers: 166
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