Weili Xiong

46 papers Journal 43Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Conditional Invertible Neural Network-Based Fault Detection.
IEEE Trans. Control. Syst. Technol.
Wenxin Sun, Xudong Shi, Sudao He, Weili Xiong, Hongtian Chen, Biao Huang
2026 J jnl
A conditional invertible neural network-based particle filter.
Autom.
Wenxin Sun, Weili Xiong, Biao Huang, Hongtian Chen
2026 J jnl
Discriminative and statistical transfer learning-based soft sensors under multiple working conditions.
Trans. Inst. Meas. Control
Jikun Zhu, Xiao Wang, Weili Xiong
2026 J jnl
GraphSiamese: Novel spatial-temporal slow feature fusion network for industrial process quality prediction.
Appl. Soft Comput.
Jiayu Wang, Weili Xiong, Le Yao, Xiaoyu Jiang, Xiaohui Cui, Wei Yu, Brent R. Young
2026 J jnl
Self-Constrained Weighted Garrote Ordered Memory Network With Adaptive Distribution Learning for Industrial Soft Sensor.
IEEE Trans Autom. Sci. Eng.
Lin Sui, Xudong Shi, William Holderbaum, Weili Xiong
2026 J jnl
Speed-Adaptive Gated Recurrent Unit With Weight Dual-Garrote Regularization for Industrial Soft Sensing.
IEEE Trans. Ind. Informatics
Lin Sui, Xudong Shi, Kaiji Liao, Weili Xiong
2025 J jnl
A Spatiotemporal Masked Pretraining Framework for Nonlinear Dynamic Soft Sensor Development.
IEEE Trans. Instrum. Meas.
Xudong Shi, Kangping Du, Wenxin Sun, Weili Xiong
2025 J jnl
A Temporal Convolutional-Based Kolmogorov-Arnold Network for Industrial Soft Sensor Modeling.
IEEE Trans. Instrum. Meas.
Huanqi Sun, Wentao Liu, Fengrong Zeng, Lin Sui, Le Yao, Weili Xiong
2025 J jnl
A deep patch network with spatiotemporal meta-parameter learning for soft sensor modeling of industrial processes.
Eng. Appl. Artif. Intell.
Xudong Shi, Kangping Du, Weili Xiong, Humberto Morales, Adriana Amicarelli
2025 J jnl
Deep Spatial-Temporal Slow Feature Transfer Network for Multimode Chemical Process Soft Sensing on Imbalanced Data.
IEEE Trans. Ind. Informatics
Jiayu Wang, Le Yao, Weili Xiong, Xiaohui Cui, Wei Yu, Brent R. Young
2025 J jnl
Maximum Likelihood-Based Neural Network for Monitoring Wastewater Treatment Processes.
IEEE Trans. Instrum. Meas.
Wentao Liu, Huanqi Sun, Wenxin Sun, Weili Xiong
2025 J jnl
OSF-JS: Orthonormal Slow Feature-Based Quality-Related Data Decomposition Network With Jensen-Shannon Divergence for Chemical Processes Incipient Fault Detection.
IEEE Trans. Instrum. Meas.
Jiayu Wang, Le Yao, Weili Xiong, Xiaohui Cui, Wei Yu, Brent R. Young
2025 J jnl
Online identification for output-error models with random time delays based on auxiliary model and recursive expectation maximization algorithm.
Digit. Signal Process.
Ronghuan Li, Junxia Ma, Yujie Ma, Weili Xiong
2025 J jnl
Parameter estimation method for separable fractional-order Hammerstein nonlinear systems based on the on-line measurements.
Appl. Math. Comput.
Junwei Wang, Weili Xiong, Feng Ding, Yihong Zhou, Erfu Yang
2025 J jnl
Semi-Supervised Probabilistic Learning Network for Soft Sensor Modeling With Partially Labeled Data.
IEEE Trans Autom. Sci. Eng.
Xudong Shi, Ronghuan Li, Humberto Morales, Adriana Amicarelli, Wangya Huang, Weili Xiong
2025 J jnl
Time-Aware Rotary Transformer for Soft Sensing of Irregularly Sampled Industrial Time Sequences.
IEEE Internet Things J.
Xudong Shi, Kangping Du, Weili Xiong, Humberto Morales
2024 J jnl
A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications.
IEEE Trans. Ind. Informatics
Wenxin Sun, Weili Xiong, Hongtian Chen, Ranjith Chiplunkar, Biao Huang
2024 J jnl
An improved transfer learning approach based on geodesic flow kernel for multiphase batch process soft sensor modeling.
Trans. Inst. Meas. Control
Jikun Zhu, Weili Xiong
2024 J jnl
Fault Detection in Wastewater Treatment Process Using Broad Slow Feature Neural Network With Incremental Learning Ability.
IEEE Trans. Ind. Informatics
Peng Chang, Ying Xu, FanChao Meng, Weili Xiong
2024 J jnl
Novel Semi-Supervised Deep Probabilistic Slow Feature Extraction for Online Chemical Process Soft Sensing Application.
IEEE Trans. Instrum. Meas.
Jiayu Wang, Le Yao, Weili Xiong
2024 J jnl
Novel Two-Stream Deep Slow and Nonstationary Fast Feature Extraction for Chemical Process Soft Sensing Application.
IEEE Trans. Ind. Informatics
Jiayu Wang, Le Yao, Lin Sui, Weili Xiong
2023 J jnl
Digital twins-based process monitoring for wastewater treatment processes.
Reliab. Eng. Syst. Saf.
Wentao Liu, Sudao He, Jianpeng Mou, Ting Xue, Hongtian Chen, Weili Xiong
2023 J jnl
Incremental learning for Lagrangian ε-twin support vector regression.
Soft Comput.
Binjie Gu, Jie Cao, Feng Pan, Weili Xiong
2023 J jnl
Input Variable Selection and Structure Optimization for LSTM-Based Soft Sensor With a Dual Nonnegative Garrote Approach.
IEEE Trans. Instrum. Meas.
Lin Sui, Kai Sun, Junxia Ma, Jiayu Wang, Weili Xiong
2021 J jnl
Dynamic Soft Sensor Modeling for Time Sequence Data Based on Convolution Filters.
IEEE Trans. Control. Syst. Technol.
Weili Xiong, Wenxin Sun
2020 J jnl
Adaptive ensemble learning strategy for semi-supervised soft sensing.
J. Frankl. Inst.
Xudong Shi, Weili Xiong
2020 J jnl
Multi-Block Fault Detection for Plant-Wide Dynamic Processes Based on Fault Sensitive Slow Features and Support Vector Data Description.
IEEE Access
Chao Zhai, Xiaochen Sheng, Weili Xiong
2020 J jnl
Smart Soft Sensor Design with Hierarchical Sampling Strategy of Ensemble Gaussian Process Regression for Fermentation Processes.
Sensors
Xiaochen Sheng, Junxia Ma, Weili Xiong
2019 J jnl
Multi-mode process monitoring based on multi-block information extraction PCA method with local neighbourhood standardisation.
Int. J. Model. Identif. Control.
Bingbin Gu, Weili Xiong
2019 J jnl
Online soft sensing method based on improved weighted Gaussian model.
Int. J. Model. Identif. Control.
Xiaoqing Che, Weili Xiong
2019 J jnl
Robust identification of nonlinear time-delay system in state-space form.
J. Frankl. Inst.
Xin Liu, Xianqiang Yang, Pengbo Zhu, Weili Xiong
2019 J jnl
Sliding Window Iterative Identification of Systems With Asymmetric Preload Nonlinearity Based on the Key Term Separation.
IEEE Access
Junxia Ma, Qiulin Fei, Weili Xiong
2018 J jnl
A robust global approach for LPV FIR model identification with time-varying time delays.
J. Frankl. Inst.
Xin Liu, Xianqiang Yang, Weili Xiong
2018 J jnl
Expectation maximization estimation algorithm for Hammerstein models with non-Gaussian noise and random time delay from dual-rate sampled-data.
Digit. Signal Process.
Junxia Ma, Jing Chen, Weili Xiong, Feng Ding
2018 J jnl
Parameter identification of nonlinear multirate time-delay system with uncertain output delays.
Trans. Inst. Meas. Control
Xianqiang Yang, Weili Xiong, Zeyuan Wang, Xin Liu
2018 J jnl
Soft sensor modeling with a selective updating strategy for Gaussian process regression based on probabilistic principle component analysis.
J. Frankl. Inst.
Weili Xiong, Xudong Shi
2017 J jnl
A Computationally Efficient Received Signal Strength Based Localization Algorithm in Closed-Form for Wireless Sensor Network.
Neural Process. Lett.
Xinrong Zhang, Weili Xiong, Baoguo Xu
2017 J jnl
Robust identification of Wiener time-delay system with expectation-maximization algorithm.
J. Frankl. Inst.
Xianqiang Yang, Weili Xiong, Junxia Ma, Zeyuan Wang
2016 J jnl
Data filtering based forgetting factor stochastic gradient algorithm for Hammerstein systems with saturation and preload nonlinearities.
J. Frankl. Inst.
Junxia Ma, Weili Xiong, Feng Ding, Ahmed Alsaedi, Tasawar Hayat
2016 J jnl
JITL based MWGPR soft sensor for multi-mode process with dual-updating strategy.
Comput. Chem. Eng.
Weili Xiong, Wei Zhang, Baoguo Xu, Biao Huang
2015 — conf
Adaptive soft sensor for online prediction based on enhanced moving window GPR.
ICCAIS
Wei Zhang, Yanjun Li, Weili Xiong, Baoguo Xu
2015 — conf
Design and simulation for sensor network performance evaluation system based on Matlab GUI.
ICCAIS
Shucai Zhu, Ningning Qin, Weili Xiong, Xin Zheng
2013 J jnl
An iterative numerical algorithm for modeling a class of Wiener nonlinear systems.
Appl. Math. Lett.
Weili Xiong, Junxia Ma, Ruifeng Ding
2012 J jnl
D-S Theory Based on an Improved PSO for Data Fusion.
J. Networks
Peiyi Zhu, Weili Xiong, Ningning Qin, Baoguo Xu
2012 J jnl
Least-Squares Parameter Estimation Algorithm for a Class of Input Nonlinear Systems.
J. Appl. Math.
Weili Xiong, Wei Fan, Rui Ding
2010 — conf
Image Fusion Using Self-constraint Pulse-coupled Neural Network.
LSMS/ICSEE
Zhuqing Jiao, Weili Xiong, Baoguo Xu