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S

Shen-Huan Lyu

hohai university

4H-index
37Paper Count
47Citation Count
Published Papers 9
Publication Date
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A semi-supervised deep forest framework based on margin distribution optimization for tabular data
errInformation Sciences
IF6.8
err2026-10-15
err1
PREAI
errLyu, Shen-Huan; Xu, Jia-Le; He, Yi-Xiao; Wang, Yanyan; Ye, Baoliu; Zhang, Qingfu
errShare
errSave
Enhance and reuse: A dual-mechanism approach to boost deep forest for label distribution learning
errPattern Recognition
IF7.6
err2026-04-25
err0
PREAI
errJia-Le Xu; Shen-Huan Lyu; Yu-Nian Wang; Ning Chen; Zhihao Qu; Bin Tang; Baoliu Ye
errShare
errSave
A multiple surrogate simulation-optimization framework for designing pump-and-treat systems
errJournal of Contaminant Hydrology
IF4.4
err2026-02-04
err0
PREAI
errChaoqi Wang; Zhi Dou; Ning Chen; Yan Zhu; Zhihan Zou; Jian Song; Shen-Huan Lyu
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errSave
Compressing model with few class-imbalance samples: An out-of-distribution expedition
errPattern Recognition Letters
IF3.3
err2026-01-13
err0
PREAI
errTian-Shuang Wu; Shen-Huan Lyu; Yanyan Wang; Ning Chen; Zhihao Qu; Baoliu Ye
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errSave
Improving multi-label contrastive learning by leveraging label distribution
errPattern Recognition
IF7.6
err2025-12-27
err0
PREAI
errNing Chen; Shen-Huan Lyu; Tian-Shuang Wu; Yanyan Wang; Bin Tang
errShare
errSave
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2025-12-11
err0
errOAAI
errYi-Xiao He; Shen-Huan Lyu; Yuan Jiang
errShare
errSave
Enhance learning efficiency of oblique decision tree via feature concatenation
errInformation Sciences
IF6.8
err2025-12-01
err1
PREAI
errLyu, Shen-Huan; He, Yi-Xiao; Wang, Yanyan; Qu, Zhihao; Tang, Bin; Ye, Baoliu
errShare
errSave
Time-Efficient Identifying Key Tag Distribution in Large-Scale RFID Systems
errIEEE Transactions on Mobile Computing
IF9.2
err2025-09-15
err0
PREAI
errYanyan Wang; Jia Liu; Zhihao Qu; Shen-Huan Lyu; Bin Tang; Baoliu Ye
errShare
errSave
Improving generalization of deep neural networks by leveraging margin distribution
errNEURAL NETWORKS
IF6.3
err2022-07-01
err8
errOAAI
errLyu, Shen-Huan; Wang, Lu; Zhou, Zhi-Hua
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
Z
Zhi‐Hua Zhou
H-index: 102 · Papers: 692
姜源 cover
姜源 (Yuan Jiang)
H-index: 45 · Papers: 456
J
Jia Liu
H-index: 31 · Papers: 213
B
Baoliu Ye
H-index: 23 · Papers: 199
B
Bin Tang
H-index: 20 · Papers: 204
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