Shiyuan Han - Publications, H-index & Citations

韩士元 (Shiyuan Han)

shandong women's university

3H指数

12论文数

56被引数

收录论文 9

发表时间

Deep Reinforcement Learning With Trajectory-Guided Masked Diffusion Policy for Active Suspension Control 基于轨迹引导掩码扩散策略的深度强化学习在主动悬架控制中的应用

IEEE Transactions on Industrial Informatics

IF9.9

2026-09-17

PREAI

Keyao Chang; Shiyuan Han; Xiaofang Zhong; Jin Zhou; Tong Zhang; C. L. Philip Chen

VALOR: Degradation-aware all-in-one video restoration for robust multimodal comprehension VALOR：面向鲁棒多模态理解的降质感知一体化视频修复

Expert Systems with Applications

IF7.5

2026-08-31

PREAI

Hao Li; Rui Wang; Shiyuan Han; Jin Zhou

Uncertainty-aware precipitation nowcasting with diffusion model simulating precipitation evolution processes 基于扩散模型模拟降水演变过程的面向不确定性的降水临近预报

Engineering Applications of Artificial Intelligence

IF8

2026-05-19

PREAI

Jie Liu; Chuangwei Xu; Shiyuan Han; Linye Song; Peixiao Wang; Tong Zhang

Expanded Deep Embedding Clustering With Adversarial Learning and Adaptive Graph Constraint 基于对抗学习和自适应图约束的扩展深度嵌入聚类

IEEE Transactions on Systems Man Cybernetics-Systems

IF8.7

2026-05-06

PREAI

Xiaoyu Zheng; Shiyuan Han; Jin Zhou; C. L. Philip Chen; Yingxu Wang; Yuehui Chen; Lin Wang; Tao Du; Cheng Yang; Bowen Liu

TLCN: A trend-local convolution network for traffic prediction TLCN：一种用于交通预测的趋势-局部卷积网络

Neurocomputing

IF6.5

2025-11-01

PREAI

Jinghang Zhao; Qinfen Wang; Yanjie Zhang; Jie Liu; Shiyuan Han; Hao Li; Yuehui Chen; Jin Zhou; Zhengwu Chai

Dynamic Spatial-Temporal Imputation Network With Missing Features for Traffic Data Imputation 具有缺失特征的动态时空插补网络用于交通数据插补

IEEE Internet of Things Journal

IF8.9

2025-07-15

PREAI

Hao Li; Shiyuan Han; Min Yang; Jie Liu; Jin Zhou; Tong Zhang; C. L. Philip Chen

FourCastLSTM: A precipitation nowcasting model integrating global and local spatiotemporal features FourCastLSTM：一种集成全局和局部时空特征的降水临近预报模型

Computers & Geosciences

IF4.4

2025-05-16

PREAI

Chuangwei Xu; Jie Liu; Shiyuan Han; Xiaoqi Duan; Lei Xiang; Tong Zhang

Multi-agent reinforcement learning for vibration control of regenerative active suspension 多智能体强化学习在再生式主动悬架振动控制中的应用

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-05-14

PREAI

Gao, Xiaotian; Du, Yu; Han, Shiyuan; Zhao, Wenxiu; Zhou, Jin; Zhang, Tong; Chen, C. L. Philip

STFGCN: Spatial-temporal fusion graph convolutional network for traffic prediction STFGCN: 用于交通预测的时空融合图卷积网络

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Li, Hao; Liu, Jie; Han, Shiyuan; Zhou, Jin; Zhang, Tong; Chen, C. L. Philip

研究方向