Weiguo Huang - Publications, H-index & Citations

黄伟国 (Weiguo Huang)

soochow university

37H指数

269论文数

4.5K被引数

收录论文 120

发表时间

Hierarchical calibration-balanced learning framework for privacy-preserving domain-incremental fault diagnosis of rotating machinery 分层校准-平衡学习框架用于旋转机械隐私保留的领域增量故障诊断

Mechanical Systems and Signal Processing

IF8.9

2026-09-05

PREAI

Yan Zhang; Changqing Shen; Jiaan Wang; Juanjuan Shi; Weiguo Huang; Zhongkui Zhu

Adaptive mask flow adversarial network for single-source domain generalization fault diagnosis of train bearings 自适应掩码流对抗网络用于单源领域泛化列车轴承故障诊断

ISA Transactions

IF6.5

2026-08-12

PREAI

Jun Wang; Bochao Yu; He Ren; Zhongkui Zhu; Yifan Huangfu; Weiguo Huang

Contrastive adversarial glow model for machinery anomaly detection and degradation assessment 对比对抗性Glow模型用于机械异常检测和退化评估

Knowledge-Based Systems

IF7.6

2026-08-07

PREAI

Xinjie Gong; Jun Wang; Chuancang Ding; Yifan Huangfu; Weiguo Huang

STFP-SNN: Spiking Time-Frequency Patching Spiking Neural Network for Enhanced Fault Diagnosis STFP-SNN：基于脉冲时间-频率拼接的脉冲神经网络用于增强故障诊断

IEEE Transactions on Reliability

IF5.7

2026-07-01

PREAI

Shilong Zhu; Jun Wang; Weiguo Huang; Shuang Li; Jinzhao Liu

A causal-aware generalization network based on style-transfer data-augmentation module for single-source imbalanced domain generalization diagnosis scenario 一种基于风格迁移数据增强模块的因果感知泛化网络，用于单源不平衡领域泛化诊断场景

Engineering Applications of Artificial Intelligence

IF8

2026-06-03

PREAI

Ning Jia; Weiguo Huang; Yifan Huangfu; Chuancang Ding; Jun Wang; Zhongkui Zhu

Physically Knowledge Anchored Kolmogorov-Arnold Classifier Network for Continual Fault Diagnosis under Class-Imbalanced Scenarios 物理知识锚定的科莫戈罗夫-阿诺德分类器网络用于类不平衡场景下的持续故障诊断

Mechanical Systems and Signal Processing

IF8.9

2026-04-21

PREAI

Panpan Guo; Yifan Huangfu; Jun Wang; Weiguo Huang

Interpretable Time–Frequency Spectra Augmentation and Enhancement for Bearing Imbalanced Fault Diagnosis 可解释时频谱增强与增强在轴承不平衡故障诊断中的应用

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-03-26

PREAI

Jun Wang; Ke Meng; Xuemei Xu; Jian Guo; Shuang Li; Weiguo Huang

A Novel Balanced Adaptive Logit-Compensated Quadratic Network for Bearing Fault Diagnosis Under Long-Tailed Data Scenarios 一种新颖的平衡自适应对数补偿二次网络，用于长尾数据场景下的轴承故障诊断

IEEE Sensors Journal

IF4.5

2026-03-04

PREAI

Xingyong Hong; Panpan Guo; Juanjuan Shi; Changqing Shen; Weiguo Huang

A causal-aware adaptive regulation network for open-set domain generalization in fault diagnosis

Measurement Science and Technology

IF3.4

2026-01-29

PREAI

Xingyong Hong; Ning Jia; Yifan Huangfu; Weiguo Huang

A novel knowledge-informed quadratic neurons residual network for explainable fault diagnosis in few-shot scenarios 一种用于少样本场景下可解释故障诊断的新型知识感知二次神经元残差网络

Engineering Applications of Artificial Intelligence

IF8

2025-12-03

PREAI

Panpan Guo; Weiguo Huang; Guifu Du; Yifan Huangfu; Chuancang Ding; Jun Wang

Time-frequency aware feature disentanglement learning for intelligent bearing fault diagnosis under variable speed conditions 变转速条件下智能轴承故障诊断的时间频率感知特征解耦学习

Expert Systems with Applications

IF7.5

2025-12-01

PREAI

Yuting Chen; Juanjuan Shi; Changqing Shen; Hao Yang; Zehui Hua; Weiguo Huang; Zhongkui Zhu

EnergyMatch: A long-tailed semi-supervised learning framework for cross-domain fault diagnosis EnergyMatch：一种用于跨域故障诊断的长尾半监督学习框架

Reliability Engineering & System Safety

IF11

2025-11-22

PREAI

Xiao Zhang; Weiguo Huang; Yifan Huangfu; Jun Wang; Chuancang Ding; Guifu Du

Novel Regularization Method of Adaptively Balanced L1 and L2 Norms with Bias Removal

Journal of Surveying Engineering

IF1.6

2025-11-01

PREAI

Han, Jie; Zhang, Zhichao; Zheng, Shouzhu; Fu, Qing; Song, Wenping; Ding, Haiyong; Wang, Minghua; Huang, Weiguo

A new collaborative lifelong learning framework based on channel distillation and pseudo-feature replay for class-incremental bearing fault diagnosis 一种基于通道蒸馏和伪特征回放的新型协作式持续学习框架，用于增量式滚动轴承故障诊断

Structural Health Monitoring

IF0

2025-10-21

PREAI

Changqing Shen; Shijun Xie; Juanjuan Shi; Hao Yang; Weiguo Huang; Zhongkui Zhu

Frequency-angle adaptive synchronous demodulation in three-dimensional space for enhancing time-varying features 三维空间中用于增强时变特征的频-角自适应同步解调

Digital Signal Processing

IF3

2025-10-21

PREAI

Yuting Chen; Juanjuan Shi; Weiguo Huang; Changqing Shen; Zhongkui Zhu

Dynamic radius-based intersection-over-union loss function optimization method for rail line detection 基于动态半径的交并比损失函数优化方法用于铁路线路检测

Measurement Science and Technology

IF3.4

2025-10-15

PREAI

Yihong Wang; Weiguo Huang; Qiaoyue Li; Guifu Du

FFTLNet: A Find-first-then-look network for railway signal detection FFTLNet：一种用于铁路信号检测的先找后看的网络

Digital Signal Processing

IF3

2025-10-11

PREAI

Yihong Wang; Weiguo Huang; Qiaoyue Li; Guifu Du

Lightweight Federated Domain Generalization With Global–Local Contrastive Learning for Machine Fault Diagnosis 轻量级联邦领域泛化及其在机器故障诊断中的应用：基于全局-局部对比学习

IEEE Internet of Things Journal

IF8.9

2025-09-27

PREAI

Rui Wang; Weiguo Huang; Wenke Huang

A new interdomain feature perception enhancement strategy for rotating machinery fault diagnosis 一种用于旋转机械故障诊断的新型跨域特征感知增强策略

Measurement Science and Technology

IF3.4

2025-08-21

PREAI

Changqing Shen; Tao Liu; Juanjuan Shi; Hao Yang; Weiguo Huang; Zhongkui Zhu

Class-aware quantitative adversarial network: a novel partial-set transfer mechanism for cross-domain fault diagnosis of rotating machinery 基于类别感知的定量对抗网络：一种用于旋转机械跨域故障诊断的新型部分集合迁移机制

Knowledge-Based Systems

IF7.6

2025-08-11

PREAI

Yanlin Zhou; Chuancang Ding; Mingkuan Shi; Hongbo Que; Yifan Huangfu; Changqing Shen; Weiguo Huang; Zhongkui Zhu

研究方向