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Yongfang Xie

central south university

38H-index
424Paper Count
5.4KCitation Count
Published Papers 183
Publication Date
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Exploring semantic dependency for reasoning over temporal knowledge graph
errEngineering Applications of Artificial Intelligence
IF8
err2026-04-19
err0
PREAI
errHong Yu; Meiqi Chen; Ronghua Tian; Yongfang Xie
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Xmobot: Enabling Rapid Build-and-Train Robotics Education With Agentic AI
errIEEE Transactions on Learning Technologies
IF4.9
err2026-04-06
err0
PREAI
errYizhi Wang; Minjuan Wang; Degang Xu; John Chi-Kin Lee; Yongfang Xie
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Which Data Harms My Regression Model: Enhancing Model Performance on Low-Quality Data Through Fast Data Attribution
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-19
err0
PREAI
errQingkai Sui; Yalin Wang; Chenliang Liu; Diju Liu; Xiaofang Chen; Yongfang Xie
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errSave
Flotation Fault Trace Recognition Using Dynamic Edge Weight-Based Cross-Cell Interaction Graph Transformer and Joint Task Learning
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-03-13
err0
PREAI
errYing Fan; Zhaohui Tang; Jin Luo; Yongfang Xie; Weihua Gui
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LLM-Driven Multimodal Knowledge Graph Construction for Industrial Process With Prompt Optimization and Fuzzy RAG
errIEEE Transactions on Fuzzy Systems
IF11.9
err2026-03-04
err0
PREAI
errShiwen Xie; Ting Yang; Yongfang Xie; Hao Ying; Zongze Wu
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Fault prediction for aluminum electrolysis based on spatial-temporal attention dynamic graph convolutional networks
errControl Engineering Practice
IF4.6
err2026-03-03
err0
PREAI
errYongfang Xie; Xuhanyu Zheng; Shiwen Xie; Xi Chen; Xiaofang Chen
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Enhancing Railway Safety via IoT: A Fuzzy Region-Aware Contextual Attention Network for Pantograph Arc Segmentation
errIEEE Internet of Things Journal
IF8.9
err2026-01-21
err0
PREAI
errShenglan Chen; Zhaohui Tang; Yongfang Xie; Hu Zhang
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Predetermined-Time Output Projective Synchronization of Coupled Fuzzy Neural Networks via Generalized Exponential Function
errIEEE/CAA Journal of Automatica Sinica
IF0
err2025-12-31
err0
PREAI
errTing Liu; Shiwen Xie; Yongfang Xie; Peng Liu; Tingwen Huang
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Industrial Camera Calibration Using Synthetic Data Augmentation and FSC-McCNN in Froth Flotation Process
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-12-18
err0
PREAI
errJin Luo; Zhaohui Tang; Hu Zhang; Ying Fan; Yongfang Xie; Zhien Dai; Weihua Gui
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RotatQ: Knowledge graph embedding based on quaternion unit
errNeurocomputing
IF6.5
err2025-12-15
err0
PREAI
errShiwen Xie; Yongfang Xie; Cheng Hu; Tingwen Huang
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Bridging maneuverability and precision: An autonomous navigation framework for industrial 4WISD robots
errControl Engineering Practice
IF4.6
err2025-11-09
err0
PREAI
errDegang Xu; Yizhi Wang; Yongfang Xie; Shuzhong Tan; Jiahui Shi; Lichong Wu; Weihua Gui
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Grade prediction in first rougher of zinc flotation based on Multiscale Fusion iCrossformer (MFiC)model
errMinerals Engineering
IF5
err2025-11-04
err0
PREAI
errHongda Li; Zhaohui Tang; Zhien Dai; Yiting Huang; Yongfang Xie
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errSave
A Blur-Guided Multi-Attention Network Based on Left-Right Consistency for Gradual Defocus Deblurring in Binocular Images
errNeurocomputing
IF6.5
err2025-10-22
err0
PREAI
errZekai Chen; Zhaohui Tang; Yuze Zhong; Hu Zhang; Zhien Dai; Yongfang Xie
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errSave
Hierarchical multi-scale matched masked autoencoder for industrial multi-rate time series modeling
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-03
err0
PREAI
errChangqing Yuan; Yongfang Xie; Shiwen Xie; Jie Wang
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Unknown fault incremental learning based on shapelet prototypical network for streaming industrial signals
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-03
err0
PREAI
errXiaoxue Wan; Lihui Cen; Xiaofang Chen; Yongfang Xie; Zhaohui Zeng
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errSave
VBStMM-LLM: Robust Fault Identification Leveraging Variational Bayesian Student's T-Mixture Modeling With Lifelong Learning Mechanism
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2025-09-01
err0
PREAI
errLi, Jingyan; Man, Jiaju; Liu, Jinping; Luo, Di; Shao, Haidong; Xie, Yongfang
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Zero-Shot Fault Diagnosis in Industrial Processes Using Graph-Regularized Coupled Dictionary Learning
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-08-13
err0
PREAI
errZiqing Deng; Xiaofang Chen; Lihui Cen; Yongfang Xie; Zhong Zou
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Fusion of deep feature and apparent feature for flotation grade prediction based on apparent information guidance encoder–decoder network
errInformation Fusion
IF15.5
err2025-08-07
err0
PREAI
errYuming Wu; Yongfang Xie; Shiwen Xie; Zongze Wu; Zhaohui Tang
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Physics-informed Koopman model predictive control of open canal systems
errJOURNAL OF INDUSTRIAL INFORMATION INTEGRATION
IF11.6
err2025-07-01
err0
PREAI
errZeng, Ningjun; Cen, Lihui; Hou, Wentao; Xie, Yongfang; Chen, Xiaofang
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Multi-scale 4D localized spatio-temporal graph convolutional networks for spatio-temporal sequences forecasting in aluminum electrolysis
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errSun, YB; Chen, XF; Gui, WH; Cen, LH; Xie, YF; Zou, Z
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Peng Shi
H-index: 159 · Papers: 2.1K
T
Tingwen Huang
H-index: 108 · Papers: 1.3K
H
Hamid Reza Karimi
H-index: 107 · Papers: 1.5K
陈
陈潇 (Xiao Dong Chen)
H-index: 89 · Papers: 2.0K
S
Steven X. Ding
H-index: 81 · Papers: 687
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