Yunlong Liu - Publications, H-index & Citations

Yunlong Liu

xidian university

10H指数

72论文数

281被引数

收录论文 17

发表时间

A data augmentation-based deep reinforcement learning approach for high-risk states avoidance in sepsis treatment 基于数据增强的深度强化学习方法用于脓毒症治疗中高风险状态规避

Applied Intelligence

IF3.5

2026-10-15

PREAI

Qiwei Zhang; Bin Lin; Yunlong Liu

Global crop insurance promotes agricultural production but challenges environmental sustainability 全球作物保险促进农业生产但挑战环境可持续性

Resources Conservation and Recycling

IF10.9

2026-07-31

PREAI

Mengxi He; Yugeng Luo; Wei Feng; Yunlong Liu; Jiajie Kang; Yuxuan Wang; Zhucheng Zhang; Li He

ARetinex-Net: Low-light image enhancement with adaptive retinex model and global illumination representation ARetinex-Net：基于自适应视锥模型和全局光照表示的低光照图像增强

Neural Networks

IF6.3

2026-07-01

PREAI

Liu, Yunlong; Dong, Weisheng; Zhu, Yufan; Dong, Le; Wu, Ngfang; Li, Xin; Shi, Guangming

DARE to Navigate: Spatiotemporal Dynamic Augmented LiDAR Encoder for Obstacle Detection and Avoidance in Crowded Environments DARE to Navigate：用于拥挤环境中障碍物检测与避障的空间-时态动态增强LiDAR编码器

IEEE Robotics and Automation Letters

IF5.3

2025-12-17

PREAI

Jinyang Lai; Zejie Jiang; Yunlong Liu

Learning representations via dynamics-based behavioral similarity for deep reinforcement learning 通过基于动力学的行为相似性学习深度强化学习表示

Neural Networks

IF6.3

2025-12-14

PREAI

Dayang Liang; Yunlong Liu

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 嵌套交叉验证、自动化超参数优化和高性能计算的集成，以减少和量化深度学习模型测试性能估计的方差。

Computer Methods and Programs in Biomedicine

IF4.8

2025-09-10

PREAI

Paul 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

High-precision multi-scale data fusion method for micro-nano CMM and white light interferometer 微纳米CMM与白光干涉仪的高精度多尺度数据融合方法

OPTICS AND LASER TECHNOLOGY

IF5

2025-06-09

PREAI

Liu, Yunlong; Cheng, Zhenying; Cheng, Mengting; Huang, Qiangxian

Sequential action-induced invariant representation for reinforcement learning 用于强化学习的序列动作诱导不变表示

NEURAL NETWORKS

IF6.3

2024-11-01

OAAI

Liang, Dayang; Chen, Qihang; Liu, Yunlong

Convergence analysis of sparse TSK fuzzy systems based on spectral Dai-Yuan conjugate gradient and application to high-dimensional feature selection

NEURAL NETWORKS

IF6.3

2024-11-01

PREAI

Ji, Deqing; Fan, Qinwei; Dong, Qingmei; Liu, Yunlong

Learning task-relevant representations via rewards and real actions for reinforcement learning

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-06-01

PREAI

Yuan, Linghui; Lu, Xiaowei; Liu, Yunlong

Balancing exploration and exploitation in episodic reinforcement learning 情节强化学习中的平衡探索与开发

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-11-01

PREAI

Chen, Qihang; Zhang, Qiwei; Liu, Yunlong

The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach

APPLIED INTELLIGENCE

IF3.5

2022-08-30

PREAI

Liang, Dayang; Deng, Huiyi; Liu, Yunlong

Learning and planning in partially observable environments without prior domain knowledge

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2022-03-01

PREAI

Liu, Yunlong; Zheng, Jianyang; Chang, Fangfang

Gated multi-attention representation in reinforcement learning

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-12-01

PREAI

Liang, Dayang; Chen, Qihang; Liu, Yunlong

Basis selection in spectral learning of predictive state representations

NEUROCOMPUTING

IF6.5

2018-10-01

PREAI

Huang, Chunqing; An, Yisheng; Zhou, Sun; Hong, Zhezheng; Liu, Yunlong

Discovery and learning of models with predictive state representations for dynamical systems without reset

KNOWLEDGE-BASED SYSTEMS

IF7.6

2009-12-01

PREAI

Liu Yun-Long; Li Ren-Hou

Alignment techniques for DRAGON-I LIA DRAGON-I LIA的对齐技术

CHINESE PHYSICS C

IF3.1

2009-08-25

PREAI

Dai Zhi-Yong; Xie Yu-Tong; Li Hong; Zhang Wen-Wei; Liu Yun-Long; Pan Hai-Feng; Zhang Lin-Wen; Deng Jian-Jun

研究方向