Lei Xie

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 68

Top Topics

Dictionary Learning

Process Control

Predictive Control

Empirical Mode Decomposition

Top Venues

Signal Process.

IEEE Trans. Ind. Informatics

Publications

Songhua Liu, Xun Lang, Yufeng Zhang, Peng Li, Lei Xie, Hongye Su
An Automated Diagnostic Framework for Multiple Oscillations With Median Complementary EEMD. IEEE Trans. Control. Syst. Technol. 32 (3) (2024)
Zhishan Li, Hongxu Chen, Battista Biggio, Yifan He, Haoran Cai, Fabio Roli, Lei Xie
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Tao Chen, Qiming Chen, Qian Zheng, Zhishan Li, Ziyi Zhang, Lei Xie, Hongye Su
Adaptive multi-scale TF-net for high-resolution time-frequency representations. Signal Process. 214 (2024)
Yang Jiao, Qian Zheng, Dan Qiao, Xun Lang, Lei Xie, Yi Pan
EEG rhythm separation and time-frequency analysis of fast multivariate empirical mode decomposition for motor imagery BCI. Biol. Cybern. 118 (1) (2024)
Lingzhi Zhang, Lei Xie, Wei Dai, Shan Lu, Hongye Su
Operational Optimal Tracking Control for Industrial Multirate Systems Subject to Unknown Disturbances. IEEE Trans. Syst. Man Cybern. Syst. 54 (1) (2024)
Jiangning Zhang, Haoyang He, Zhenye Gan, Qingdong He, Yuxuan Cai, Zhucun Xue, Yabiao Wang, Chengjie Wang, Lei Xie, Yong Liu
ADer: A Comprehensive Benchmark for Multi-class Visual Anomaly Detection. CoRR (2024)
Xiaozhou Xu, Jun Chen, Zhishan Li, Hongye Su, Lei Xie
Towards efficient filter pruning via adaptive automatic structure search. Eng. Appl. Artif. Intell. 133 (2024)
Qi Zhang, Weihua Xu, Lei Xie, Hongye Su
Dynamic fault detection and diagnosis for alkaline water electrolyzer with variational Bayesian Sparse principal component analysis. CoRR (2024)
Haoyang He, Jiangning Zhang, Hongxu Chen, Xuhai Chen, Zhishan Li, Xu Chen, Yabiao Wang, Chengjie Wang, Lei Xie
A Diffusion-Based Framework for Multi-Class Anomaly Detection. AAAI (2024)
Lingzhi Zhang, Lei Xie, Hongye Su, Jinfeng Liu
Data-driven auto-tuning strategy for RTO-MPC based on Bayesian optimization. Comput. Chem. Eng. 187 (2024)
Runze Lin, Junghui Chen, Lei Xie, Hongye Su, Biao Huang
Facilitating Reinforcement Learning for Process Control Using Transfer Learning: Perspectives. CoRR (2024)
Haoyang He, Jiangning Zhang, Guanzhong Tian, Chengjie Wang, Lei Xie
Learning Multi-view Anomaly Detection. CoRR (2024)
Qi Zhang, Lei Xie, Weihua Xu, Hongye Su
Dynamic fault detection and diagnosis of industrial alkaline water electrolyzer process with variational Bayesian dictionary learning. CoRR (2024)
Qi Zhang, Lei Wang, Weihua Xu, Hongye Su, Lei Xie
Nonlinear sparse variational Bayesian learning based model predictive control with application to PEMFC temperature control. CoRR (2024)
Yi Liu, Jiusun Zeng, Bingbing Jiang, Weiguo Sheng, Zidong Wang, Lei Xie, Li Li
Structured collaborative sparse dictionary learning for monitoring of multimode processes. Inf. Sci. 666 (2024)
Tao Chen, Lei Xie, Mingzhe Cui, Hongye Su
Multiple enhanced synchrosqueezing in the time-frequency-chirprate space. Signal Process. 222 (2024)
Haoyang He, Yuhu Bai, Jiangning Zhang, Qingdong He, Hongxu Chen, Zhenye Gan, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Lei Xie
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection. CoRR (2024)
Wangjia Weng, Cheng Hu, Zhouheng Li, Hongye Su, Lei Xie
An aggressive cornering framework for autonomous vehicles combining trajectory planning and drift control. IV (2024)
Lingzhi Zhang, Runze Lin, Lei Xie, Wei Dai, Hongye Su
Event-Triggered Constrained Optimal Control for Organic Rankine Cycle Systems via Safe Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Tao Chen, Qian Zheng, Lei Xie, Hongye Su
Sinusoidal-assisted synchrosqueezing transform: Algorithms and biomedical applications. Biomed. Signal Process. Control. 85 (2023)
Runze Lin, Yangyang Luo, Xialai Wu, Junghui Chen, Biao Huang, Lei Xie, Hongye Su
Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control. CoRR (2023)
Yiqin Wang, Lei Xie, Hongye Su
Statistic-CAM: A Gradient-Free Visual Explanations for Deep Convolutional Network. SAFEPROCESS (2023)
Qiao Huang, Lei Xie, Xiaorong Hu, Hongye Su
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC-CPHD filter for multi-target tracking. Signal Process. 203 (2023)
Haoyang He, Zhishan Li, Guanzhong Tian, Hongxu Chen, Lei Xie, Shan Lu, Hongye Su
Towards accurate dense pedestrian detection via occlusion-prediction aware label assignment and hierarchical-NMS. Pattern Recognit. Lett. 174 (2023)
Tian Feng, Qiming Chen, Yao Shi, Xun Lang, Lei Xie, Hongye Su
A Hybrid Deep Neural Network for Nonlinear Causality Analysis in Complex Industrial Control System. ICASSP (2023)
Yi Liu, Jiusun Zeng, Lei Xie, Bingbing Jiang, Dongping Zhang
Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation. IEEE Trans. Ind. Informatics 19 (5) (2023)
Runze Lin, Junghui Chen, Lei Xie, Hongye Su
Accelerating reinforcement learning with case-based model-assisted experience augmentation for process control. Neural Networks 158 (2023)
Xun Lang, Yufeng Zhang, Lei Xie, Peng Li, Alexander Horch, Hongye Su
Detrending and Denoising of Industrial Oscillation Data. IEEE Trans. Ind. Informatics 19 (4) (2023)
Yao Shi, Zhiming Zhang, Xiaorong Hu, Pei Sun, Lei Xie, Qiming Chen, Hongye Su
SVD-Based Robust Distributed MPC for Tracking Systems Coupled in Dynamics With Global Constraints. IEEE Trans. Cybern. 53 (12) (2023)
Xiaorong Hu, Lantao Xie, Lei Xie, Shan Lu, Weihua Xu, Hongye Su
Distributed Model Predictive Control for Vehicle Platoon With Mixed Disturbances and Model Uncertainties. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Zhishan Li, Mingmu Chen, Yifan He, Lei Xie, Hongye Su
An Efficient Framework for Detection and Recognition of Numerical Traffic Signs. ICASSP (2022)
Shan Lu, Weifeng Hou, Zhe Li, Junying Xia, Lei Xie, Hongye Su
Design and optimisation of a green manufacturing-recycling network considering heavy metal pollutants - an electronic assembly case. Int. J. Prod. Res. 60 (9) (2022)
Xiaozhou Xu, Jun Chen, Hongye Su, Lei Xie
Towards efficient filter pruning via topology. J. Real Time Image Process. 19 (3) (2022)
Qiao Huang, Lei Xie, Hongye Su
Estimations of time-varying birth cardinality distribution and birth intensity in Gaussian mixture CPHD filter for multi-target tracking. Signal Process. 190 (2022)
Xiaoling Zhou, Cheng Hu, Ran Duo, Haokun Xiong, Yu Qi, Zhiming Zhang, Hongye Su, Lei Xie
Learning-Based MPC Controller for Drift Control of Autonomous Vehicles. ITSC (2022)
Zhishan Li, Wenqing Xie, Lingzhi Zhang, Shan Lu, Lei Xie, Hongye Su, Weidong Du, Weifeng Hou
Toward Efficient Safety Helmet Detection Based on YoloV5 With Hierarchical Positive Sample Selection and Box Density Filtering. IEEE Trans. Instrum. Meas. 71 (2022)
Yihao Chen, Zhishan Li, Yingqing Yang, Lei Xie, Yong Liu, Longhua Ma, Shanqi Liu, Guanzhong Tian
CICC: Channel Pruning via the Concentration of Information and Contributions of Channels. BMVC (2022)
Zhishan Li, Baozhi Jia, Yifan He, Lei Xie
PBDE: an effective post-processing method based on box density for object detection. Appl. Intell. 52 (3) (2022)
Qiming Chen, Junghui Chen, Xun Lang, Lei Xie, Naveed ur Rehman, Hongye Su
Self-tuning variational mode decomposition. J. Frankl. Inst. 358 (15) (2021)
Qiming Chen, Xun Lang, Lei Xie, Hongye Su
Multivariate intrinsic chirp mode decomposition. Signal Process. 183 (2021)
Yu Qi, Zhiming Zhang, Cheng Hu, Xiaoling Zhou, Lei Xie, Hongye Su
An MPC-based Controller Framework for Agile Maneuvering of Autonomous Vehicles. IV (2021)
Qiming Chen, Xun Lang, Shan Lu, Naveed ur Rehman, Lei Xie, Hongye Su
Detection and root cause analysis of multiple plant-wide oscillations using multivariate nonlinear chirp mode decomposition and multivariate Granger causality. Comput. Chem. Eng. 147 (2021)
Yi Liu, Jiusun Zeng, Bingbing Jiang, Xun Lang, Lei Xie
Structured Dictionary Learning for Fault Detection and Isolation. CAA SAFEPROCESS (2021)
Zhishan Li, Jiayan Yuan, Baozhi Jia, Yifan He, Lei Xie
An Effective Face Anti-Spoofing Method via Stereo Matching. IEEE Signal Process. Lett. 28 (2021)
Qiming Chen, Xun Lang, Yi Pan, Yao Shi, Lei Xie, Hongye Su
Detecting Multiple Plant-wide Oscillations in Process Control Systems Based on Multivariate Intrinsic Chirp Component Decomposition. CAA SAFEPROCESS (2021)
Zhishan Li, Yiran Sun, Guanzhong Tian, Lei Xie, Yong Liu, Hongye Su, Yifan He
Correction to: A compression pipeline for one-stage object detection model. J. Real Time Image Process. 18 (6) (2021)
Qian Zheng, Tao Chen, Wenxiang Zhou, Sajid A. Marhon, Lei Xie, Hongye Su
SAVMD: An adaptive signal processing method for identifying protein coding regions. Biomed. Signal Process. Control. 70 (2021)
Yiqin Wang, Ming Li, Hongye Su, Lei Xie, Xiaochen Li, Weihua Xu, Xiaozhou Xu
Loss Constrains Added Squeeze and Excitation Blocks for Pruning Deep Neural Networks. ICARCV (2020)
Qian Zheng, Wenxiang Zhou, Tao Chen, Lei Xie, Hongye Su
Gene Prediction by the Scale-limited Gabor Wavelet Transform for Identifying the Protein Coding Regions. ICARCV (2020)
Xun Lang, Qian Zheng, Lei Xie, Alexander Horch, Hongye Su
Direct Multivariate Intrinsic Time-Scale Decomposition for Oscillation Monitoring. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Qiming Chen, Junghui Chen, Xun Lang, Lei Xie, Chenglong Jiang, Hongye Su
Diagnosis of Nonlinearity-induced Oscillations in Process Control Loops Based on Adaptive Chirp Mode Decomposition. ACC (2020)
Zhiming Zhang, John Anthony Rossiter, Lei Xie, Hongye Su
Predictive functional control for integrator systems. J. Frankl. Inst. 357 (7) (2020)
Xiaozhou Xu, Qiming Chen, Lei Xie, Hongye Su
Batch-Normalization-based Soft Filter Pruning for Deep Convolutional Neural Networks. ICARCV (2020)
Lin Luo, Lei Xie, Hongye Su
Deep Learning With Tensor Factorization Layers for Sequential Fault Diagnosis and Industrial Process Monitoring. IEEE Access 8 (2020)
Jiayue Zhang, Xiaozhou Xu, Qiming Chen, Lei Xie, Hongye Su
Extracting fetal heart rate from abdominal ECGs based on fast multivariate empirical mode decomposition. ICARCV (2020)
Xun Lang, Naveed ur Rehman, Yufeng Zhang, Lei Xie, Hongye Su
Median ensemble empirical mode decomposition. Signal Process. 176 (2020)
Yi Liu, Jiusun Zeng, Jie Bao, Lei Xie
A Unified Probabilistic Monitoring Framework for Multimode Processes Based on Probabilistic Linear Discriminant Analysis. IEEE Trans. Ind. Informatics 16 (10) (2020)
Qiming Chen, Lei Xie, Hongye Su
Multivariate nonlinear chirp mode decomposition. Signal Process. 176 (2020)
Qiming Chen, Xun Lang, Lei Xie, Hongye Su
Detecting Nonlinear Oscillations in Process Control Loop Based on an Improved VMD. IEEE Access 7 (2019)
Yi Liu, Jiusun Zeng, Lei Xie, Shihua Luo, Hongye Su
Structured Joint Sparse Principal Component Analysis for Fault Detection and Isolation. IEEE Trans. Ind. Informatics 15 (5) (2019)
Yi Liu, Jiusun Zeng, Lei Xie, Xun Lang, Shihua Luo, Hongye Su
Mixture Probabilistic Linear Discriminant Analyzer for Process Fault Classification. CAA SAFEPROCESS (2019)
Qiming Chen, Xun Lang, Lei Xie, Hongye Su
Detecting Oscillations via Adaptive Chirp Mode Decomposition. CAA SAFEPROCESS (2019)
Pengcheng Lu, Junghui Chen, Lei Xie
Development of Decay Based PLS Model and Its Economic Run-to-Run Control for Semiconductor Processes. ACC (2018)
Zhen Liu, Lei Xie, Alberto Bemporad, Shan Lu
Fast Linear Parameter Varying Model Predictive Control of Buck DC-DC Converters Based on FPGA. IEEE Access 6 (2018)
Lantao Xie, Lei Xie, Hongye Su, Jingdai Wang
Polyhedral feasible set computation of MPC-based optimal control problems. IEEE CAA J. Autom. Sinica 5 (4) (2018)
Lantao Xie, Hongye Su, Shan Lu, Lei Xie
Linear Mismatched Model Based Offset-Free MPC for Nonlinear Constrained Systems With Both Stochastic and Deterministic Disturbances and Its Application to CSTR. IEEE Access 6 (2018)
Xun Lang, Qian Zheng, Zhiming Zhang, Shan Lu, Lei Xie, Alexander Horch, Hongye Su
Fast Multivariate Empirical Mode Decomposition. IEEE Access 6 (2018)
Yue Wang, Xin Jin, Lei Xie, Yanhui Zhang, Shan Lu
Uncertain Production Scheduling Based on Fuzzy Theory Considering Utility and Production Rate. Inf. 8 (4) (2017)
Zhe Li, Uwe Kruger, Lei Xie, Ali Almansoori, Hongye Su
Adaptive KPCA Modeling of Nonlinear Systems. IEEE Trans. Signal Process. 63 (9) (2015)
Shan Lu, Hongye Su, Charlotta Johnsson, Hanshan Shao, Lei Xie
A chance constrained programming approach for multi-product multi-stage integrated production planning under internal and external uncertainties. CASE (2015)
Lei Xie, Jiusun Zeng, Chuanhou Gao
Novel Just-In-Time Learning-Based Soft Sensor Utilizing Non-Gaussian Information. IEEE Trans. Control. Syst. Technol. 22 (1) (2014)
Xing Cai, Michael James Tippett, Lei Xie, Jie Bao
Fast distributed MPC based on active set method. Comput. Chem. Eng. 71 (2014)
Jiusun Zeng, Uwe Kruger, Jaap Geluk, Xun Wang, Lei Xie
Detecting abnormal situations using the Kullback-Leibler divergence. Autom. 50 (11) (2014)
Zixu Guo, Jiajun Shen, Lei Xie, Xiaoqiang Chen, Hongye Su
Automatic detection of multiple oscillations by wavelet analysis. Comput. Electr. Eng. 40 (7) (2014)
Jiusun Zeng, Lei Xie, Uwe Krüger, Jie Yu, Jingjing Sha, Xuyi Fu
Process monitoring based on Kullback Leibler divergence. ECC (2013)
Jiusun Zeng, Lei Xie, Chuanhou Gao, Jingjing Sha
Soft sensor development using non-Gaussian Just-In-Time modeling. CDC/ECC (2011)
Lei Xie, Uwe Kruger
Statistical Processes Monitoring Based on Improved ICA and SVDD. ICIC (1) (2006)