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Yunlong Liu

xidian university

10H-index
72Paper Count
281Citation Count
Published Papers 17
Publication Date
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A data augmentation-based deep reinforcement learning approach for high-risk states avoidance in sepsis treatment
errApplied Intelligence
IF3.5
err2026-10-15
err0
PREAI
errQiwei Zhang; Bin Lin; Yunlong Liu
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Global crop insurance promotes agricultural production but challenges environmental sustainability
errResources Conservation and Recycling
IF10.9
err2026-07-31
err0
PREAI
errMengxi He; Yugeng Luo; Wei Feng; Yunlong Liu; Jiajie Kang; Yuxuan Wang; Zhucheng Zhang; Li He
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errSave
ARetinex-Net: Low-light image enhancement with adaptive retinex model and global illumination representation
errNeural Networks
IF6.3
err2026-07-01
err0
PREAI
errLiu, Yunlong; Dong, Weisheng; Zhu, Yufan; Dong, Le; Wu, Ngfang; Li, Xin; Shi, Guangming
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errSave
DARE to Navigate: Spatiotemporal Dynamic Augmented LiDAR Encoder for Obstacle Detection and Avoidance in Crowded Environments
errIEEE Robotics and Automation Letters
IF5.3
err2025-12-17
err0
PREAI
errJinyang Lai; Zejie Jiang; Yunlong Liu
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errSave
Learning representations via dynamics-based behavioral similarity for deep reinforcement learning
errNeural Networks
IF6.3
err2025-12-14
err0
PREAI
errDayang Liang; Yunlong Liu
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errSave
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-09-10
err0
PREAI
errPaul Calle; Averi Bates; Justin C. Reynolds; Yunlong Liu; Haoyang Cui; Sinaro Ly; Chen Wang; Qinghao Zhang; Alberto J. de Armendi; Shashank S. Shettar; Kar-Ming Fu; Qinggong Tang; Chongle Pan
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errSave
High-precision multi-scale data fusion method for micro-nano CMM and white light interferometer
errOPTICS AND LASER TECHNOLOGY
IF5
err2025-06-09
err0
PREAI
errLiu, Yunlong; Cheng, Zhenying; Cheng, Mengting; Huang, Qiangxian
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errSave
Sequential action-induced invariant representation for reinforcement learning
errNEURAL NETWORKS
IF6.3
err2024-11-01
err0
errOAAI
errLiang, Dayang; Chen, Qihang; Liu, Yunlong
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errSave
Convergence analysis of sparse TSK fuzzy systems based on spectral Dai-Yuan conjugate gradient and application to high-dimensional feature selection
errNEURAL NETWORKS
IF6.3
err2024-11-01
err0
PREAI
errJi, Deqing; Fan, Qinwei; Dong, Qingmei; Liu, Yunlong
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errSave
Learning task-relevant representations via rewards and real actions for reinforcement learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-06-01
err0
PREAI
errYuan, Linghui; Lu, Xiaowei; Liu, Yunlong
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errSave
Balancing exploration and exploitation in episodic reinforcement learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-11-01
err1
PREAI
errChen, Qihang; Zhang, Qiwei; Liu, Yunlong
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errSave
The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach
errAPPLIED INTELLIGENCE
IF3.5
err2022-08-30
err5
PREAI
errLiang, Dayang; Deng, Huiyi; Liu, Yunlong
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errSave
Learning and planning in partially observable environments without prior domain knowledge
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-03-01
err1
PREAI
errLiu, Yunlong; Zheng, Jianyang; Chang, Fangfang
errShare
errSave
Gated multi-attention representation in reinforcement learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-12-01
err7
PREAI
errLiang, Dayang; Chen, Qihang; Liu, Yunlong
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errSave
Basis selection in spectral learning of predictive state representations
errNEUROCOMPUTING
IF6.5
err2018-10-01
err5
PREAI
errHuang, Chunqing; An, Yisheng; Zhou, Sun; Hong, Zhezheng; Liu, Yunlong
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errSave
Discovery and learning of models with predictive state representations for dynamical systems without reset
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2009-12-01
err8
PREAI
errLiu Yun-Long; Li Ren-Hou
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errSave
Alignment techniques for DRAGON-I LIA
errCHINESE PHYSICS C
IF3.1
err2009-08-25
err2
PREAI
errDai Zhi-Yong; Xie Yu-Tong; Li Hong; Zhang Wen-Wei; Liu Yun-Long; Pan Hai-Feng; Zhang Lin-Wen; Deng Jian-Jun
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errSave

Research Directions

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Co-authors
Cooperation Journals
G
Guangming Shi
H-index: 59 · Papers: 685
W
Wei Feng
H-index: 54 · Papers: 232
C
Chongle Pan
H-index: 43 · Papers: 184
W
Weisheng Dong
H-index: 40 · Papers: 215
X
Xin Li
H-index: 37 · Papers: 368
View more