Liya Yu - Publications, H-index & Citations

于丽娅 (Liya Yu)

guizhou university

8H指数

28论文数

309被引数

收录论文 9

发表时间

Lithium-ion battery health prediction under exhibit non-independent and identically distributed data: A systematic review of challenges and federated learning solutions 锂离子电池健康预测在非独立同分布数据下的挑战与联邦学习解决方案：系统综述

Journal of Energy Storage

IF9.8

2026-09-09

PREAI

Zhao Xu; Liya Yu; Shaobo Li; Panliang Yuan; Chenyan Hu

Cross-Condition Aerodynamic Control Surface Fault Diagnosis for Fixed-Wing UAV With Dynamic Domain Adaptive Dropout Regularization and Hybrid Alignment 固定翼无人机跨工况气动控制面故障诊断：基于动态领域自适应Dropout正则化和混合对齐方法

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-02-23

PREAI

Deyong Xiao; Liya Yu; Yizong Zhang; Jie Fang; Yingzhou Li; Qinsong Xu

An optimized oversampling-based federated transfer learning approach for rotating machinery cluster fault diagnosis 赵, X.; Liya, Y.; Shaobo, L.; Li, C.; Feng, Y. 一种基于优化过采样联邦迁移学习的旋转机械集群故障诊断方法. 计算机设计工程杂志. 2025, 12, 154–172. [Google Scholar] [CrossRef]

Journal of Computational Design and Engineering

IF6.1

2025-07-23

OAAI

Zhao Xu; Liya Yu; Shaobo Li; Chuanjiang Li; Yixiong Feng

A novel product shape innovation design method based on Kansei Engineering and GAN model with limited sample data 一种基于感性工学和GAN模型，适用于有限样本数据的创新产品设计方法

computational design and engineering

IF3.4

2025-07-11

PREAI

Yuan Bing; Liya Yu; Shaobo Li; Young-sik Cho; Chuanjiang Li

Q-learning-based exponential distribution optimizer with multi-strategy guidance for solving engineering design problems and robot path planning 基于Q学习的指数分布优化器，采用多策略引导，用于解决工程设计问题和机器人路径规划

Results in Engineering

IF7.9

2025-06-11

OAAI

Fengbin Wu; Shaobo Li; Junxing Zhang; Liya Yu; Xuan Xiong; Libang Wu

Deep-learning approach for developing bilayered electromagnetic interference shielding composite aerogels based on multimodal data fusion neural networks 基于多模态数据融合神经网络的双层电磁屏蔽复合气凝胶深度学习方法

JOURNAL OF COLLOID AND INTERFACE SCIENCE

IF9.7

2025-06-01

PREAI

He, Chenglei; Yu, Liya; Jiang, Yun; Xie, Lan; Mai, Xiaoping; Ai, Peng; Xue, Bai

GDENet: Graph Differential Equation Network for Traffic Flow Prediction

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2023-12-09

OAAI

Miao, Yanming; Tang, Xianghong; Wang, Qi; Yu, Liya

Unmanned Aerial Vehicle 3D Path Planning Based on an Improved Artificial Fish Swarm Algorithm 基于改进人工鱼群算法的无人机三维航迹规划

DRONES

IF4.8

2023-10-16

OAAI

Zhang, Tao; Yu, Liya; Li, Shaobo; Wu, Fengbin; Song, Qisong; Zhang, Xingxing

Energy Dispatching Based on an Improved PSO-ACO Algorithm

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2023-02-20

OAAI

Song, Qisong; Yu, Liya; Li, Shaobo; Hanajima, Naohiko; Zhang, Xingxing; Pu, Ruiqiang

研究方向