Jian Huang

28 papers Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A data structure-preserving semi-supervised method for rotating machinery fault diagnosis under low labeled rates.
Adv. Eng. Informatics
Yinghao Zhao, Xu Yang, Jian Huang, Xian Zhou, Jiarui Cui, Qing Li
2026 J jnl
Dual-Path Federated Learning With Prototype Alignment and Dynamic Logits for Intrusion Detection Incorporating Hybrid Feature-Label Shifts.
IEEE Internet Things J.
Haozhou Yuan, Xu Yang, Jingjing Gao, Jian Huang, Xian Zhou, Kaixiang Peng
2026 J jnl
Latent Probabilistic Dynamic Embedding Supervised Deep Networks With Graph-Guiding for Soft Sensing in Industrial Process.
IEEE Trans Autom. Sci. Eng.
Zhengxuan Zhang, Xu Yang, Jian Huang, Yuri A. W. Shardt, Jiarui Cui, Qing Li
2026 J jnl
Local-Global Consistency Relation Network for Industrial Few-Shot Fault Diagnosis.
IEEE Trans. Reliab.
Hang Ruan, Jian Huang, Zhiyuan Li, Jianbo Yu, Xuefeng Yan, Zhi Li, Xiaofeng Yang
2026 J jnl
Multipeeling of Homogeneous Stationarity and Heterogeneous Nonstationarity With Differentiated Learning for Process Monitoring.
IEEE Trans. Cybern.
Jianbo Yu, Jian Huang, Weimin Zhong, Qingchao Jiang, Xuefeng Yan, Xiaofeng Yang
2026 J jnl
Semantically-guided dual-branch prototypical network with dynamic margin for few-shot industrial fault diagnosis.
Neurocomputing
Hang Ruan, Jian Huang, Jianbo Yu, Wenwen Liao, Wenchao Zhuo, Zhi Li, Xiaofeng Yang
2025 J jnl
An improved multi-objective honey badger algorithm based on global searching strategy.
J. Supercomput.
Jiarui Cui, Hao Zhou, Qun Yan, Jian Huang, Minggang Wang, Xu Yang, Qing Li
2025 J jnl
Disentangled Feature Representation Based on Multiscale Content Learning in Industrial Heterogeneous Nonstationary Fault Detection.
IEEE Trans. Instrum. Meas.
Jianbo Yu, Jian Huang, Xuewei Fu, Yu Jin, Xuefeng Yan, Xiaofeng Yang
2025 J jnl
Distributed subspace identification for data-driven fault detection and fault-tolerant control of complex interconnected, industrial systems.
J. Frankl. Inst.
Jingjing Gao, Dong Zhao, Xu Yang, Jian Huang, Xian Zhou, Kaixiang Peng
2025 J jnl
Ensemble Targeted Stacked Denoising Autoencoders With Mutual Information Constraint for Rotating Machinery Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yinghao Zhao, Xu Yang, Jian Huang, Jingjing Gao, Xian Zhou, Tao Zhang
2025 J jnl
Graph-based predictable deep transfer network for soft sensing of dynamic industrial processes.
Knowl. Based Syst.
Zhengxuan Zhang, Xu Yang, Jian Huang, Yuri A. W. Shardt
2025 J jnl
Hidden Actuator Degradation Prognosis Considering Unmodeled Dynamic by Neural Network-Assisted Adaptive Kalman Filter.
IEEE Trans. Instrum. Meas.
Xia Wu, Xu Yang, Jian Huang, Jingjing Gao, Jiarui Cui, Qing Li
2025 J jnl
Improved Wavelet Zero-Shot Learning Model With Signal-Sensitive Features and Weighted Semantics for Compound Fault Diagnosis of Rolling Bearing.
IEEE Trans. Instrum. Meas.
Xu Yang, Tengyu Guo, Jian Huang, Yinghao Zhao, Xian Zhou, Kaixiang Peng
2025 J jnl
Performance-oriented fault detection and fault-tolerant control for nonlinear uncertain systems: Improved stochastic configuration network-based methods.
Neurocomputing
Jingjing Gao, Feng Gao, Zhengxuan Zhang, Xu Yang, Jian Huang, Kaixiang Peng
2025 J jnl
Remaining useful life prediction for multi-sensor mechanical equipment based on self-attention mechanism network incorporating spatio-temporal convolution.
J. Syst. Control. Eng.
Xu Yang, Lin Tang, Jian Huang
2025 J jnl
Variational Discriminative Stacked Auto-Encoder: Feature Representation Using a Prelearned Discriminator, and Its Application to Industrial Process Monitoring.
IEEE Trans. Neural Networks Learn. Syst.
Jian Huang, Xiaoyang Sun, Steven X. Ding, Xu Yang, Okan K. Ersoy
2025 J jnl
t-SNVAE: Deep Probabilistic Learning With Local and Global Structures for Industrial Process Monitoring.
IEEE Trans. Artif. Intell.
Jian Huang, Zizhuo Liu, Xu Yang, Yupeng Liu, Zhaomin Lv, Kaixiang Peng, Okan K. Ersoy
2024 J jnl
Adaptive weighting strategy for fault detection and diagnosis of rotating machinery components incorporating multiple operational conditions.
Trans. Inst. Meas. Control
Yinghao Zhao, Xu Yang, Jian Huang, Xia Wu, Jiarui Cui
2024 J jnl
An integrated structure of operational performance-oriented monitoring and degradation recovery based on iterative adaptive dynamic programming.
Trans. Inst. Meas. Control
Feng Gao, Jingjing Gao, Xu Yang, Jian Huang
2024 J jnl
Optimized Distributed Nonstationary Process Monitoring Approach Based on Fault-Related Information and Partial Correlation Fusion.
IEEE Trans. Instrum. Meas.
Jian Huang, Xiaoyang Sun, Xu Yang, Kaixiang Peng
2024 J jnl
Physically-guided temporal diffusion transformer for long-term time series forecasting.
Knowl. Based Syst.
Zeqi Ren, Jianbo Yu, Jian Huang, Xiaofeng Yang, Siyang Leng, Yuping Liu, Shifu Yan
2023 J jnl
Admissibility and admissibilization for T-S fuzzy descriptor systems with partially unknown membership functions.
Int. J. Syst. Sci.
Liang Qiao, Jian Huang
2023 J jnl
T-distributed stochastic neighbor embedding echo state network with state matrix dimensionality reduction for time series prediction.
Eng. Appl. Artif. Intell.
Jian Huang, Fan Wang, Liang Qiao, Xu Yang
2021 — conf
Adaptive Weighting Strategy based Multi-sensor Data Fusion Method for Condition Monitoring of Reciprocating Pump.
CAA SAFEPROCESS
Yinghao Zhao, Xu Yang, Xia Wu, Jian Huang, Kaixiang Peng
2021 J jnl
Double-Layer Distributed Monitoring Based on Sequential Correlation Information for Large-Scale Industrial Processes in Dynamic and Static States.
IEEE Trans. Ind. Informatics
Jian Huang, Xu Yang, Kaixiang Peng
2021 J jnl
Mean-Square Admissibility Analysis and Controller Design for Itô-Type Stochastic Singular Systems.
IEEE Access
Jian Huang, Xu Yang, Liang Qiao
2020 J jnl
Fault Classification in Dynamic Processes Using Multiclass Relevance Vector Machine and Slow Feature Analysis.
IEEE Access
Jian Huang, Xu Yang, Yuri A. W. Shardt, Xuefeng Yan
2019 J jnl
A distributed expectation maximization-principal component analysis monitoring scheme for the large-scale industrial process with incomplete information.
Int. J. Distributed Sens. Networks
Xuanyue Wang, Xu Yang, Jian Huang, Xianzhong Chen