Lei Xie

Orcid: 0000-0002-7669-1886

Affiliations:

Zhejiang University, State Key Laboratory of Industrial Control Technology, Hangzhou, China
Berlin University of Technology, Germany (2005 - 2008)
Zhejiang University, Hangzhou, China (PhD 2005)

According to our database¹, Lei Xie authored at least 84 papers between 2006 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., August, 2024

Event-Triggered Constrained Optimal Control for Organic Rankine Cycle Systems via Safe Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2024

An Automated Diagnostic Framework for Multiple Oscillations With Median Complementary EEMD.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., May, 2024

EEG rhythm separation and time-frequency analysis of fast multivariate empirical mode decomposition for motor imagery BCI.

[BibT_eX]

[DOI]

Biol. Cybern., April, 2024

Operational Optimal Tracking Control for Industrial Multirate Systems Subject to Unknown Disturbances.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Adaptive multi-scale TF-net for high-resolution time-frequency representations.

[BibT_eX]

[DOI]

Signal Process., January, 2024

Multiple enhanced synchrosqueezing in the time-frequency-chirprate space.

[BibT_eX]

[DOI]

Signal Process., 2024

A rapid iterative trajectory planning method for automated parking through differential flatness.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2024

Structured collaborative sparse dictionary learning for monitoring of multimode processes.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Towards efficient filter pruning via adaptive automatic structure search.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Learning to Race in Extreme Turning Scene with Active Exploration and Gaussian Process Regression-based MPC.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Multi-view Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2024

ADer: A Comprehensive Benchmark for Multi-class Visual Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamic fault detection and diagnosis for alkaline water electrolyzer with variational Bayesian Sparse principal component analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamic fault detection and diagnosis of industrial alkaline water electrolyzer process with variational Bayesian dictionary learning.

[BibT_eX]

[DOI]

CoRR, 2024

Nonlinear sparse variational Bayesian learning based model predictive control with application to PEMFC temperature control.

[BibT_eX]

[DOI]

CoRR, 2024

MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Facilitating Reinforcement Learning for Process Control Using Transfer Learning: Perspectives.

[BibT_eX]

[DOI]

CoRR, 2024

Data-driven auto-tuning strategy for RTO-MPC based on Bayesian optimization.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2024

An aggressive cornering framework for autonomous vehicles combining trajectory planning and drift control.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Learning-Based Hierarchical Model Predictive Control for Drift Vehicles.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2024

A Diffusion-Based Framework for Multi-Class Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

SVD-Based Robust Distributed MPC for Tracking Systems Coupled in Dynamics With Global Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., December, 2023

Towards accurate dense pedestrian detection via occlusion-prediction aware label assignment and hierarchical-NMS.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., October, 2023

Sinusoidal-assisted synchrosqueezing transform: Algorithms and biomedical applications.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., August, 2023

Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, May, 2023

Detrending and Denoising of Industrial Oscillation Data.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, April, 2023

Accelerating reinforcement learning with case-based model-assisted experience augmentation for process control.

[BibT_eX]

[DOI]

Neural Networks, January, 2023

Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC-CPHD filter for multi-target tracking.

[BibT_eX]

[DOI]

Signal Process., 2023

DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control.

[BibT_eX]

[DOI]

CoRR, 2023

A Hybrid Deep Neural Network for Nonlinear Causality Analysis in Complex Industrial Control System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Statistic-CAM: A Gradient-Free Visual Explanations for Deep Convolutional Network.

[BibT_eX]

[DOI]

Yiqin Wang

Lei Xie

Hongye Su

Proceedings of the CAA Symposium on Fault Detection, 2023

2022

Distributed Model Predictive Control for Vehicle Platoon With Mixed Disturbances and Model Uncertainties.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Toward Efficient Safety Helmet Detection Based on YoloV5 With Hierarchical Positive Sample Selection and Box Density Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Estimations of time-varying birth cardinality distribution and birth intensity in Gaussian mixture CPHD filter for multi-target tracking.

[BibT_eX]

[DOI]

Qiao Huang

Lei Xie

Hongye Su

Signal Process., 2022

Towards efficient filter pruning via topology.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2022

Design and optimisation of a green manufacturing-recycling network considering heavy metal pollutants - an electronic assembly case.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2022

PBDE: an effective post-processing method based on box density for object detection.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Learning-Based MPC Controller for Drift Control of Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

An Efficient Framework for Detection and Recognition of Numerical Traffic Signs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

CICC: Channel Pruning via the Concentration of Information and Contributions of Channels.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

An Effective Face Anti-Spoofing Method via Stereo Matching.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Multivariate intrinsic chirp mode decomposition.

[BibT_eX]

[DOI]

Signal Process., 2021

Correction to: A compression pipeline for one-stage object detection model.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2021

A compression pipeline for one-stage object detection model.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2021

Self-tuning variational mode decomposition.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2021

Detection and root cause analysis of multiple plant-wide oscillations using multivariate nonlinear chirp mode decomposition and multivariate Granger causality.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2021

SAVMD: An adaptive signal processing method for identifying protein coding regions.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

An MPC-based Controller Framework for Agile Maneuvering of Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Structured Dictionary Learning for Fault Detection and Isolation.

[BibT_eX]

[DOI]

Proceedings of the CAA Symposium on Fault Detection, 2021

Detecting Multiple Plant-wide Oscillations in Process Control Systems Based on Multivariate Intrinsic Chirp Component Decomposition.

[BibT_eX]

[DOI]

Proceedings of the CAA Symposium on Fault Detection, 2021

2020

A Unified Probabilistic Monitoring Framework for Multimode Processes Based on Probabilistic Linear Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Direct Multivariate Intrinsic Time-Scale Decomposition for Oscillation Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2020

Median ensemble empirical mode decomposition.

[BibT_eX]

[DOI]

Signal Process., 2020

Multivariate nonlinear chirp mode decomposition.

[BibT_eX]

[DOI]

Qiming Chen

Lei Xie

Hongye Su

Signal Process., 2020

Predictive functional control for integrator systems.

[BibT_eX]

[DOI]

Zhiming Zhang

John Anthony Rossiter

Lei Xie

Hongye Su

J. Frankl. Inst., 2020

Deep Learning With Tensor Factorization Layers for Sequential Fault Diagnosis and Industrial Process Monitoring.

[BibT_eX]

[DOI]

Lin Luo

Lei Xie

Hongye Su

IEEE Access, 2020

Gene Prediction by the Scale-limited Gabor Wavelet Transform for Identifying the Protein Coding Regions.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Control, 2020

Extracting fetal heart rate from abdominal ECGs based on fast multivariate empirical mode decomposition.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Control, 2020

Batch-Normalization-based Soft Filter Pruning for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Control, 2020

Loss Constrains Added Squeeze and Excitation Blocks for Pruning Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Control, 2020

Diagnosis of Nonlinearity-induced Oscillations in Process Control Loops Based on Adaptive Chirp Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

2019

Structured Joint Sparse Principal Component Analysis for Fault Detection and Isolation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Detecting Nonlinear Oscillations in Process Control Loop Based on an Improved VMD.

[BibT_eX]

[DOI]

IEEE Access, 2019

Mixture Probabilistic Linear Discriminant Analyzer for Process Fault Classification.

[BibT_eX]

[DOI]

Proceedings of the CAA Symposium on Fault Detection, 2019

Detecting Oscillations via Adaptive Chirp Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the CAA Symposium on Fault Detection, 2019

2018

Polyhedral feasible set computation of MPC-based optimal control problems.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2018

Linear Mismatched Model Based Offset-Free MPC for Nonlinear Constrained Systems With Both Stochastic and Deterministic Disturbances and Its Application to CSTR.

[BibT_eX]

[DOI]

IEEE Access, 2018

Fast Linear Parameter Varying Model Predictive Control of Buck DC-DC Converters Based on FPGA.

[BibT_eX]

[DOI]

Zhen Liu

Lei Xie