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Xiaofeng Yuan

Central South University

48H-index
182Paper Count
7.7KCitation Count
Published Papers 94
Publication Date
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Recurrent Neural Architecture DEsign With LLM for Time Series Quality Prediction in Industrial Processes
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-09-25
err0
PREAI
errXiaofeng Yuan; Jiahao Qian; Zijian Xu; Yanfang Mo; Zhenzhen Jia; Kai Wang; Yalin Wang; Chunhua Yang; Weihua Gui
errShare
errSave
A Hypergraph-Embedded Spatiotemporal Decoupled Mamba Network for Industrial Remaining Useful Life Prediction With Missing Data
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-09-22
err0
PREAI
errYinwei Wei; Jiaqi Zheng; Feifan Shen; Lingjian Ye; Xiaofeng Yuan
errShare
errSave
Substation settlement monitoring based on wireless sensing technology and attention-LSTM model
errAIP Advances
IF1.4
err2026-05-01
err0
errOAAI
errYuan, Xiaofeng; Lu, Min
errShare
errSave
MHA-PINN: A Novel Physics-Informed Neural Network for Predicting Fiber Dyeability
errSensors
IF3.5
err2026-04-04
err0
errOAAI
errFeier Zhou; Yuxiang Liu; Shuo Yang; Fan Guo; Xiaofeng Yuan; Ruimin Xie
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errSave
A sampling interval-adaptive transformer for industrial time sequence modeling with heterogeneou s sampling rates in quality prediction
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-25
err0
PREAI
errZijian Xu; Nuo Xu; Kai Wang; Xiaofeng Yuan; Yalin Wang; Chunhua Yang; Weihua Gui; Shuqiao Cheng; Lingjian Ye
errShare
errSave
Deep learning-based model predictive control with exponential weighting strategy and its application in energy management systems
errJournal of Process Control
IF3.9
err2025-09-17
err0
PREAI
errDan Cui; Yanfang Mo; Xiaofeng Yuan; Lingjian Ye; Kai Wang; Feifan Shen; Yalin Wang; Chunhua Yang; Weihua Gui
errShare
errSave
Boosting industrial anomaly detection performance using generated artificial fault data
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-21
err0
PREAI
errKai Wang; Jiayi Zhang; Yishun Liu; Jie Han; Xiaofeng Yuan; Le Zhou
errShare
errSave
Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-08-01
err0
PREAI
errZiyi Yang; Kai Wang; Xiaofeng Yuan; Yalin Wang; Chunhua Yang; Weihua Gui; Lingjian Ye; Feifan Shen
errShare
errSave
Optimal controlled variable switching for global self-optimizing control of active-set change processes
errJournal of Process Control
IF3.9
err2025-07-31
err0
PREAI
errLingjian Ye; Feifan Shen; Zeyu Yang; Xiaofeng Yuan
errShare
errSave
Capturing principal features in slow industrial processes for anomaly detection application
errJournal of Process Control
IF3.9
err2025-07-07
err0
PREAI
errKai Wang; Xinlong Yuan; Zihui Cao; Gecheng Chen; Xiaofeng Yuan; Chunhua Yang; Yalin Wang; Le Zhou
errShare
errSave
Capturing sequence similarity using local spatiotemporal manifold-regularized dynamic network for semi-supervised industrial quality prediction
errCONTROL ENGINEERING PRACTICE
IF4.6
err2025-05-21
err0
PREAI
errWang, Kai; Lei, Xiang; Wang, Sijia; Yuan, Xiaofeng; Yang, Chunhua
errShare
errSave
Design of enhanced two-dimensional self-optimizing control system for batch process
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-04-01
err0
PREAI
errYe, Lingjian; Yang, Zeyu; Shen, Feifan; Yuan, Xiaofeng
errShare
errSave
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err72
PREAI
errOu, Chen; Zhu, Hongqiu; Shardt, Yuri A. W.; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua
errShare
errSave
A Difference Metric Attention With Position Distance-Based Weighting for Transformer in Data Sequence Modeling of Industrial Processes
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-02-01
err0
PREAI
errYang, Ziyi; Wang, Kai; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua; Gui, Weihua
errShare
errSave
Missing Data Imputation for Industrial Time Series With Adaptive Median Iteration Based on Generative Adversarial Networks
errIEEE SENSORS JOURNAL
IF4.5
err2024-11-01
err5
PREAI
errYuan, Xiaofeng; Zhang, Jiale; Wang, Kai; Wang, Yalin; Yang, Chunhua; Gui, Weihua; Shen, Feifan; Ye, Lingjian
errShare
errSave
Scope-Free Global Multi-Condition-Aware Industrial Missing Data Imputation Framework via Diffusion Transformer
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err3
PREAI
errLiu, Diju; Wang, Yalin; Liu, Chenliang; Yuan, Xiaofeng; Wang, Kai; Yang, Chunhua
errShare
errSave
A Cloud-Edge Collaborative Framework for Adaptive Quality Prediction Modeling in IIoT
errIEEE SENSORS JOURNAL
IF4.5
err2024-10-15
err8
PREAI
errYuan, Xiaofeng; Wang, Yichen; Wang, Kai; Ye, Lingjian; Shen, Feifan; Wang, Yalin; Yang, Chunhua; Gui, Weihua
errShare
errSave
A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2024-08-01
err5
PREAI
errYuan, Xiaofeng; Xu, Weiwei; Wang, Yalin; Yang, Chunhua; Gui, Weihua
errShare
errSave
Residual-aware deep attention graph convolutional network via unveiling data latent interactions for product quality prediction in industrial processes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err3
PREAI
errChen, Yitao; Wang, Yalin; Sui, Qingkai; Yuan, Xiaofeng; Wang, Kai; Liu, Chenliang
errShare
errSave
Maximizing Anomaly Detection Performance Using Latent Variable Models in Industrial Systems
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-07-01
err3
PREAI
errWang, Kai; Guo, Zhiying; Mo, Yanfang; Wang, Yalin; Yuan, Xiaofeng
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
S
Steven X. Ding
H-index: 81 · Papers: 691
B
Biao Huang
H-index: 81 · Papers: 1.1K
C
Chunhua Yang
H-index: 62 · Papers: 1.1K
葛
葛志强 (Zhiqiang Ge)
H-index: 62 · Papers: 320
W
Weihua Gui
H-index: 57 · Papers: 1.0K
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