Lingjian Ye

51 papers Journal 47Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-view collaborative deep information fusion framework for complex industrial process monitoring.
J. Ind. Inf. Integr.
Junhua Zheng, Le Zhou, Lingjian Ye, Zhiqiang Ge
2026 — conf
Outdoor Scene Dynamic Feature Point Filtering in SLAM Localization.
SII
Yimin Zhou, Yilun Yang, Lingjian Ye
2026 J jnl
Safe reinforcement learning for optimization of batch processes with uncertainties: A Bayesian predictive exploration approach.
Comput. Chem. Eng.
Jingsheng Qin, Lingjian Ye, Xiaofeng Yuan
2026 J jnl
Self-Modified Dynamic Domain Adaptation for Industrial Soft Sensing.
IEEE Trans Autom. Sci. Eng.
Zeyu Yang, Wenqing Gao, Gecheng Chen, Jiaxin Yu, Bocun He, Lingjian Ye
2025 J jnl
A Difference Metric Attention With Position Distance-Based Weighting for Transformer in Data Sequence Modeling of Industrial Processes.
IEEE Trans. Ind. Informatics
Ziyi Yang, Kai Wang, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Weihua Gui
2025 J jnl
A Novel Multiscale Gated Structure Model for Soft Sensing of Nonstationary Process With Randomly Missing Data.
IEEE Trans. Ind. Informatics
Yun Wang, Zhangjie Guan, Yuchen He, Lijuan Qian, Jiusun Zeng, Jun Wang, Lingjian Ye
2025 J jnl
A knowledge-refined hybrid graph model for quality prediction of industrial processes.
Eng. Appl. Artif. Intell.
Yang Wang, Feifan Shen, Lingjian Ye
2025 J jnl
A sampling interval-adaptive transformer for industrial time sequence modeling with heterogeneou s sampling rates in quality prediction.
Eng. Appl. Artif. Intell.
Zijian Xu, Nuo Xu, Kai Wang, Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Weihua Gui, Shuqiao Cheng, Lingjian Ye
2025 J jnl
AKGNN: When Adaptive Graph Neural Network Meets Kolmogorov-Arnold Network for Industrial Soft Sensors.
IEEE Trans. Instrum. Meas.
Zeyu Yang, Longying Mao, Lingjian Ye, Yiran Ma, Zhihuan Song, Zhichao Chen
2025 J jnl
Concurrent nonstationary process analysis model and its application in nonstationary process monitoring.
J. Intell. Manuf.
Yun Wang, Guang Chen, Yuchen He, Lijuan Qian, Ping Wu, Lingjian Ye
2025 J jnl
Deep Co-Training Partial Least Squares Model for Semi-Supervised Industrial Soft Sensing.
IEEE Trans. Syst. Man Cybern. Syst.
Junhua Zheng, Le Zhou, Lingjian Ye, Zhiqiang Ge
2025 J jnl
Deep Latent Variable Predictive Modeling With Online Bayesian Soft Attention Mechanism.
IEEE Trans. Ind. Informatics
Junhua Zheng, Lingjian Ye, Zhiqiang Ge
2025 J jnl
Design of enhanced two-dimensional self-optimizing control system for batch process.
Comput. Chem. Eng.
Lingjian Ye, Zeyu Yang, Feifan Shen, Xiaofeng Yuan
2025 J jnl
Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes.
IEEE Trans. Ind. Informatics
Ziyi Yang, Kai Wang, Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Weihua Gui, Lingjian Ye, Feifan Shen
2025 J jnl
Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences.
IEEE Trans. Neural Networks Learn. Syst.
Xiaofeng Yuan, Zhenzhen Jia, Zijian Xu, Nuo Xu, Lingjian Ye, Kai Wang, Yalin Wang, Chunhua Yang, Weihua Gui, Feifan Shen
2025 J jnl
LightM-ConvKNet: An Efficient Deep Learning Framework for Multisensor Industrial Fault Diagnosis Under Cross-Operating Conditions.
IEEE Trans. Instrum. Meas.
Hang Xu, Jiaqi Zheng, Feifan Shen, Lingjian Ye, Zhuoyi Chen
2025 J jnl
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors.
IEEE Trans. Neural Networks Learn. Syst.
Chen Ou, Hongqiu Zhu, Yuri A. W. Shardt, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua Yang
2025 J jnl
Semantic segmentation model based on edge information for rock structural surface traces detection.
Eng. Appl. Artif. Intell.
Xiaofeng Yuan, Dun Wu, Yalin Wang, Chunhua Yang, Weihua Gui, Shuqiao Cheng, Lingjian Ye, Feifan Shen
2025 J jnl
Soft Sensing for Time Series With Irregular Sampling Internals Based on a Denoising Interval Attention LSTM Network.
IEEE Trans. Neural Networks Learn. Syst.
Yuchen He, Xueqin Yang, Lijuan Qian, Le Yao, Lingjian Ye, Ping Wu, Gangyue Ye, Weirong Ye, Yafang Shen
2025 J jnl
Swarm Learning for Secure and Effective Industrial Federated Big Data Analytics.
IEEE Trans. Reliab.
Xiaoyu Jiang, Yubin Cheng, Zhihuan Song, Xiaoguang Ma, Lingjian Ye, Zhiqiang Ge
2024 J jnl
Adversarial Weight Prediction Networks for Defense of Industrial FDC Systems.
IEEE Trans. Ind. Informatics
Zhenqin Yin, Lingjian Ye, Zhiqiang Ge
2024 J jnl
Attention-Based Interval Aided Networks for Data Modeling of Heterogeneous Sampling Sequences With Missing Values in Process Industry.
IEEE Trans. Ind. Informatics
Xiaofeng Yuan, Nuo Xu, Lingjian Ye, Kai Wang, Feifan Shen, Yalin Wang, Chunhua Yang, Weihua Gui
2024 J jnl
Cross-Subject Brain-Computer Interfaces with Joint Distribution Alignment.
J. Circuits Syst. Comput.
Xianghong Zhao, Longhua Ma, Weiming Cai, Bin Lian, Jialin Cui, Lingjian Ye
2024 J jnl
Data Augmentation Using Time Conditional Variational Autoencoder for Soft Sensor of Industrial Processes With Limited Data.
IEEE Trans. Instrum. Meas.
Jiayang Wu, Feifan Shen, Lingjian Ye
2024 J jnl
Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development.
Expert Syst. Appl.
Junhua Zheng, Lingjian Ye, Zhiqiang Ge
2024 J jnl
Missing-Data Imputation With Position-Encoding Denoising Autoencoders for Industrial Processes.
IEEE Trans. Instrum. Meas.
Chen Ou, Hongqiu Zhu, Yuri A. W. Shardt, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Weihua Gui
2024 — conf
Path Planning of the Swarm Unmanned Aerial Vehicles in the Constrained Environment: A Survey.
ROBIO
Yimin Zhou, Lingjian Ye, Xueyi He
2024 J jnl
Prox-STA-LSTM: A Sparse Representation for the Attention-Based LSTM Networks for Industrial Soft Sensor Development.
IEEE Access
Yurun Wang, Yi Huang, Dongsheng Chen, Longyan Wang, Lingjian Ye, Feifan Shen
2024 J jnl
Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network.
IEEE Trans. Cybern.
Xiaofeng Yuan, Lingfeng Huang, Lingjian Ye, Yalin Wang, Kai Wang, Chunhua Yang, Weihua Gui, Feifan Shen
2024 J jnl
Stacked Dual-Guided Autoencoder: A Scalable Deep Latent Variable Model for Semi-Supervised Industrial Soft Sensing.
IEEE Trans. Instrum. Meas.
Zeyu Yang, Tingting Hu, Le Yao, Lingjian Ye, Yi Qiu, Shuxin Du
2024 J jnl
Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling.
IEEE Trans. Instrum. Meas.
Xiaofeng Yuan, Yichen Wang, Chen Wang, Lingjian Ye, Kai Wang, Yalin Wang, Chunhua Yang, Weihua Gui, Feifan Shen
2023 J jnl
Dynamic Modeling and Sensitivity Analysis for an MEA-Based CO2 Capture Absorber.
Intell. Autom. Soft Comput.
Hongwei Guan, Lingjian Ye, Yurun Wang, Feifan Shen, Yuchen He
2023 J jnl
Lagrange-Based Global Self-Optimizing Control for Constraint Activeness Varying Processes.
IEEE Access
Hongxin Su, Yi Cao, Shuang-Hua Yang, Lingjian Ye
2022 J jnl
Dynamic Process Monitoring Based on Variational Bayesian Canonical Variate Analysis.
IEEE Trans. Syst. Man Cybern. Syst.
Jiaxin Yu, Lingjian Ye, Le Zhou, Zeyu Yang, Feifan Shen, Zhihuan Song
2022 J jnl
Global self-optimizing control with active-set changes: A polynomial chaos approach.
Comput. Chem. Eng.
Lingjian Ye, Yi Cao, Shuanghua Yang
2022 J jnl
Real-Time Path Planning for Robot Using OP-PRM in Complex Dynamic Environment.
Frontiers Neurorobotics
Lingjian Ye, Jinbao Chen, Yimin Zhou
2021 J jnl
Deep Learning for Data Modeling of Multirate Quality Variables in Industrial Processes.
IEEE Trans. Instrum. Meas.
Xiaofeng Yuan, Lu Feng, Kai Wang, Yalin Wang, Lingjian Ye
2021 J jnl
Deep learning with neighborhood preserving embedding regularization and its application for soft sensor in an industrial hydrocracking process.
Inf. Sci.
Chenliang Liu, Kai Wang, Lingjian Ye, Yalin Wang, Xiaofeng Yuan
2021 J jnl
Improved Mahalanobis Distance Based JITL-LSTM Soft Sensor for Multiphase Batch Processes.
IEEE Access
Jiaqi Zheng, Feifan Shen, Lingjian Ye
2020 J jnl
Estimation-Based Quadratic Iterative Learning Control for Trajectory Tracking of Robotic Manipulator With Uncertain Parameters.
IEEE Access
Minfeng Zhu, Lingjian Ye, Xiushui Ma
2020 J jnl
LSTM Soft Sensor Development of Batch Processes With Multivariate Trajectory-Based Ensemble Just-in-Time Learning.
IEEE Access
Feifan Shen, Jiaqi Zheng, Lingjian Ye, Xiushui Ma
2020 J jnl
Online local modeling and prediction of batch process trajectories using just-in-time learning and LSTM neural network.
J. Comput. Methods Sci. Eng.
Feifan Shen, Jiaqi Zheng, Lingjian Ye, Nael H. El-Farra
2020 J jnl
Random Network Transmission and Countermeasures in Containing Global Spread of COVID-19-Alike Pandemic: A Hybrid Modelling Approach.
Complex.
Yimin Zhou, Jun Li, Lingjian Ye, Zuguo Chen, Qingsong Luo, Xiangdong Wu, Haiyang Ni
2019 — conf
Obstacle Avoidance with Reinforcement Learning and Adaptive Resonance Theory.
ROBIO
Lingjian Ye, Yimin Zhou
2018 J jnl
Dynamic self-optimizing control for unconstrained batch processes.
Comput. Chem. Eng.
Lingjian Ye, Sigurd Skogestad
2017 J jnl
Retrofit Self-Optimizing Control: A Step Forward Toward Real Implementation.
IEEE Trans. Ind. Electron.
Lingjian Ye, Yi Cao, Xiaofeng Yuan, Zhihuan Song
2016 — conf
Retrofit self-optimizing control of Tennessee Eastman process.
ICIT
Lingjian Ye, Yi Cao, Xiaofeng Yuan, Zhihuan Song
2015 J jnl
Distance calculation between photovoltaic arrays fixed on sloping ground.
J. Comput. Methods Sci. Eng.
Xiushui Ma, Guang-Hui Yao, Lingjian Ye, Xiongfei Zhi, Shuming Zhang
2015 J jnl
Impact analysis of sampling numbers on the method of snapshots.
J. Comput. Methods Sci. Eng.
Hongwei Guan, Lingjian Ye, Xiushui Ma, Zhihuan Song
2013 J jnl
Branch and bound method for regression-based controlled variable selection.
Comput. Chem. Eng.
Vinay Kariwala, Lingjian Ye, Yi Cao
2010 J jnl
New loop pairing criterion based on interaction and integrity considerations.
J. Zhejiang Univ. Sci. C
Lingjian Ye, Zhi-Huan Song