Lei Ren

Orcid: 0000-0001-6346-6930

Affiliations:

Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
Chinese Academy of Sciences, Institute of Software, Beijing, China (PhD 2009)

According to our database¹, Lei Ren authored at least 83 papers between 2009 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

A triple population adaptive differential evolution.

[BibT_eX]

[DOI]

Inf. Sci., 2025

2024

Temporal-Frequency Attention Focusing for Time Series Extrinsic Regression via Auxiliary Task.

[BibT_eX]

[DOI]

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

Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects.

[BibT_eX]

[DOI]

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

Single/Multi-Source Black-Box Domain Adaption for Sensor Time Series Data.

[BibT_eX]

[DOI]

Lei Ren

Xuejun Cheng

IEEE Trans. Cybern., August, 2024

A Tensor-Train-Based P<sup>2</sup> Blockchain for Internet of Things Services.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2024

DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

Lei Ren

Haiteng Wang

Gao Huang

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

Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., May, 2024

DSAC-Configured Differential Evolution for Cloud-Edge-Device Collaborative Task Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, February, 2024

A template augmented distant supervision framework for Chinese named entity recognition.

[BibT_eX]

[DOI]

Int. J. Model. Simul. Sci. Comput., February, 2024

Meta-learning Based Domain Generalization Framework for Fault Diagnosis With Gradient Aligning and Semantic Matching.

[BibT_eX]

[DOI]

Lei Ren

Tingyu Mo

Xuejun Cheng

IEEE Trans. Ind. Informatics, January, 2024

BTCAN: A Binary Trend-Aware Network for Industrial Edge Intelligence and Application in Aero-Engine RUL Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Digital Twin Robotic System With Continuous Learning for Grasp Detection in Variable Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2024

Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era.

[BibT_eX]

[DOI]

Lei Ren

Haiteng Wang

Yuanjun Laili

CoRR, 2024

AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Distributed autoencoder classifier network for small-scale and scattered COVID-19 dataset classification.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., November, 2023

QTT-DLSTM: A Cloud-Edge-Aided Distributed LSTM for Cyber-Physical-Social Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

MCTAN: A Novel Multichannel Temporal Attention-Based Network for Industrial Health Indicator Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2023

A Lightweight and Adaptive Knowledge Distillation Framework for Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, August, 2023

SuperMini-seg: An ultra lightweight network for COVID-19 lung infection segmentation from CT images.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., August, 2023

MMViT-Seg: A lightweight transformer and CNN fusion network for COVID-19 segmentation.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., March, 2023

Parallel Scheduling of Large-Scale Tasks for Industrial Cloud-Edge Collaboration.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2023

Time-Varying Gaussian Encoder-Based Adaptive Sensor-Weighted Method for Turbofan Engine Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

A Binocular Vision Application in IoT: Realtime Trustworthy Road Condition Detection System in Passable Area.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

Custom Grasping: A Region-Based Robotic Grasping Detection Method in Industrial Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2023

An ABGE-aided manufacturing knowledge graph construction approach for heterogeneous IIoT data integration.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2023

2022

DIMA: Distributed cooperative microservice caching for internet of things in edge computing by deep reinforcement learning.

[BibT_eX]

[DOI]

World Wide Web, 2022

A Multi-Agent Reinforcement Learning Method With Route Recorders for Vehicle Routing in Supply Chain Management.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

A Data-Driven Self-Supervised LSTM-DeepFM Model for Industrial Soft Sensor.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

LM-CNN: A Cloud-Edge Collaborative Method for Adaptive Fault Diagnosis With Label Sampling Space Enlarging.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

A $T^{2}$-Tensor-Aided Multiscale Transformer for Remaining Useful Life Prediction in IIoT.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Robotic Disassembly Sequence Planning With Backup Actions.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

3D Printing in the Context of Cloud Manufacturing.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2022

A Tensor-Based Computing and Optimization Model for Intelligent Edge Services.

[BibT_eX]

[DOI]

IEEE Netw., 2022

Diagnosing Evolution of Cloud Cluster via Spatio-temporal Trace Analysis.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2022

A novel Alzheimer's disease detection approach using GAN-based brain slice image enhancement.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Structured Graded Lung Rehabilitation for Children with Mechanical Ventilation.

[BibT_eX]

[DOI]

Comput. Syst. Sci. Eng., 2022

Evaluating performance variations cross cloud data centres using multiview comparative workload traces analysis.

[BibT_eX]

[DOI]

Connect. Sci., 2022

A Cloud-Edge Collaborative Security Architecture for Industrial Digital Twin Systems.

[BibT_eX]

[DOI]

Kong Yusheng

Yazhe Wang

Lei Ren

Proceedings of the IEEE Smartworld, 2022

2021

ADTT: A Highly Efficient Distributed Tensor-Train Decomposition Method for IIoT Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

A Tensor-Based Multiattributes Visual Feature Recognition Method for Industrial Intelligence.

[BibT_eX]

[DOI]

Xiaokang Wang

Laurence Tianruo Yang

IEEE Trans. Ind. Informatics, 2021

A Data-Driven Approach of Product Quality Prediction for Complex Production Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

A Data-Driven Auto-CNN-LSTM Prediction Model for Lithium-Ion Battery Remaining Useful Life.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Cloud-Edge-Based Lightweight Temporal Convolutional Networks for Remaining Useful Life Prediction in IIoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

A comparative analysis of eleven neural networks architectures for small datasets of lung images of COVID-19 patients toward improved clinical decisions.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2021

2020

Master data management for manufacturing big data: a method of evaluation for data network.

[BibT_eX]

[DOI]

World Wide Web, 2020

Coding-Based Large-Scale Task Assignment for Industrial Edge Intelligence.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2020

A Wide-Deep-Sequence Model-Based Quality Prediction Method in Industrial Process Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A dynamic and static data based matching method for cloud 3D printing.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2020

A Multiobjective multifactorial optimization algorithm based on decomposition and dynamic resource allocation strategy.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Cloud based 3D printing service platform for personalized manufacturing.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

2019

A Visual Analysis Approach for Understanding Durability Test Data of Automotive Products.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Real-Time Scheduling of Cloud Manufacturing Services Based on Dynamic Data-Driven Simulation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

A survey of visualization for smart manufacturing.

[BibT_eX]

[DOI]

J. Vis., 2019

Multi-scale Dense Gate Recurrent Unit Networks for bearing remaining useful life prediction.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Pairwise comparison learning based bearing health quantitative modeling and its application in service life prediction.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Modeling and simulation in intelligent manufacturing.

[BibT_eX]

[DOI]

Comput. Ind., 2019

A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin.

[BibT_eX]

[DOI]

IEEE Access, 2019

Study of 3D Printing Model Aggregation and Retrieval Mechanism in Cloud Manufacturing.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018

Banded choropleth map.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2018

An event-triggered dynamic scheduling method for randomly arriving tasks in cloud manufacturing.

[BibT_eX]

[DOI]

Int. J. Comput. Integr. Manuf., 2018

Remaining Useful Life Prediction for Lithium-Ion Battery: A Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Access, 2018

Prediction of Bearing Remaining Useful Life With Deep Convolution Neural Network.

[BibT_eX]

[DOI]

IEEE Access, 2018

Simulation of Production Modes for Cloud Manufacturing Enterprises.

[BibT_eX]

[DOI]

Longfei Zhou

Lin Zhang

Lei Ren

Proceedings of the 4th International Conference on Universal Village, 2018

A Blockchain Model for Industrial Internet.

[BibT_eX]

[DOI]

Lei Ren

Sanbao Zheng

Lin Zhang

Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Simulation Model of Dynamic Service Scheduling in Cloud Manufacturing.

[BibT_eX]

[DOI]

Longfei Zhou

Lin Zhang

Lei Ren

Proceedings of the IECON 2018, 2018

An Architecture of Knowledge Cloud Based on Manufacturing Big Data.

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

2017

Cloud manufacturing: key characteristics and applications.

[BibT_eX]

[DOI]

Int. J. Comput. Integr. Manuf., 2017

Matching and selection of distributed 3D printing services in cloud manufacturing.

[BibT_eX]

[DOI]

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

A Production-Based Scheduling Model for Complex Products in Cloud Environment.

[BibT_eX]

[DOI]

Feng Li

Lin Zhang

Lei Ren

Proceedings of the 5th International Conference on Enterprise Systems, 2017

2016

An Optimization Method for User Interface Components Based on Big Data.

[BibT_eX]

[DOI]

Fei Lyu

Lei Ren

Yi Du

Proceedings of the Challenges and Opportunity with Big Data, 2016

A Model-Driven Visualization System Based on DVDL.

[BibT_eX]

[DOI]

Proceedings of the Challenges and Opportunity with Big Data, 2016

Traffic Flow Prediction with Improved SOPIO-SVR Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Challenges and Opportunity with Big Data, 2016

2015

Cloud manufacturing: from concept to practice.

[BibT_eX]

[DOI]

Enterp. Inf. Syst., 2015

2014

Cloud manufacturing: a new manufacturing paradigm.

[BibT_eX]

[DOI]

Enterp. Inf. Syst., 2014

A sketch+fisheye interface for visual analytics of large time-series.

[BibT_eX]

[DOI]

Lei Ren

Yi Du

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

2013

Multilevel interaction model for hierarchical tasks in information visualization.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI), 2013

2012

A methodology towards virtualisation-based high performance simulation platform supporting multidisciplinary design of complex products.

[BibT_eX]

[DOI]

Lei Ren

Lin Zhang

Fei Tao

Xiaolong (Luke) Zhang

Yongliang Luo

Yabin Zhang

Enterp. Inf. Syst., 2012

A virtual machine deployment approach using knowledge curves in Cloud Simulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

Massive sensor data management framework in Cloud manufacturing based on Hadoop.

[BibT_eX]

[DOI]

Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

2011

The optimal allocation model of computing resources in cloud manufacturing system.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Natural Computation, 2011

2010

DaisyViz: A model-based user interface toolkit for interactive information visualization systems.

[BibT_eX]

[DOI]

J. Vis. Lang. Comput., 2010

2009

DOI-Wave: A Focus+Context Interaction Technique for Networks Based on Attention-Reactive Interface.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Communication, 2009

DaisyViz: A Model-based User Interfaces Toolkit for Development of Interactive Information Visualization.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Communication, 2009

Lei Ren

Timeline

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