Lei Ren

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 60

Top Topics

Chinese Named Entity Recognition

Pairwise Comparison

Industrial Process

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Neural Networks Learn. Syst.

IEEE Internet Things J.

Publications

Lei Ren, Xuejun Cheng
Single/Multi-Source Black-Box Domain Adaption for Sensor Time Series Data. IEEE Trans. Cybern. 54 (8) (2024)
Yuanjun Laili, Xiaohan Wang, Lin Zhang, Lei Ren
DSAC-Configured Differential Evolution for Cloud-Edge-Device Collaborative Task Scheduling. IEEE Trans. Ind. Informatics 20 (2) (2024)
Lei Ren, Haiteng Wang, Gao Huang
DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life Prediction. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Lei Ren, Tingyu Mo, Xuejun Cheng
Meta-learning Based Domain Generalization Framework for Fault Diagnosis With Gradient Aligning and Semantic Matching. IEEE Trans. Ind. Informatics 20 (1) (2024)
Lei Ren, Haiteng Wang, Yuanjun Laili
Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era. CoRR (2024)
Lei Ren, Jiabao Dong, Di Huang, Jinhu Lü
Digital Twin Robotic System With Continuous Learning for Grasp Detection in Variable Scenes. IEEE Trans. Ind. Electron. 71 (7) (2024)
Lei Ren, Haiteng Wang, Yang Tang, Chunhua Yang
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models. CoRR (2024)
Lei Ren, Shixiang Li, Yuanjun Laili, Lin Zhang
BTCAN: A Binary Trend-Aware Network for Industrial Edge Intelligence and Application in Aero-Engine RUL Prediction. IEEE Trans. Instrum. Meas. 73 (2024)
Xiaokang Wang, Laurence T. Yang, Dongdong Huo, Lei Ren, M. Jamal Deen
Blockchain for Internet of Things Services. IEEE Internet Things J. 11 (11) (2024)
Lei Ren, Jiabao Dong, Lin Zhang, Yuanjun Laili, Xiaokang Wang, Yue Qi, Bo Hu Li, Lihui Wang, Laurence T. Yang, M. Jamal Deen
Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications. IEEE Trans. Cybern. 54 (5) (2024)
Chengwen Qi, Yuanjun Laili, Lei Ren, Lin Zhang, Bowen Li
A template augmented distant supervision framework for Chinese named entity recognition. Int. J. Model. Simul. Sci. Comput. 15 (1) (2024)
Qiwei Xie, Xiyuan Hu, Lei Ren, Lianyong Qi, Zhao Sun
A Binocular Vision Application in IoT: Realtime Trustworthy Road Condition Detection System in Passable Area. IEEE Trans. Ind. Informatics 19 (1) (2023)
Xiaokang Wang, Lei Ren, Ruixue Yuan, Laurence T. Yang, M. Jamal Deen
QTT-DLSTM: A Cloud-Edge-Aided Distributed LSTM for Cyber-Physical-Social Big Data. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Yuanjun Laili, Fuqiang Guo, Lei Ren, Xiang Li, Yulin Li, Lin Zhang
Parallel Scheduling of Large-Scale Tasks for Industrial Cloud-Edge Collaboration. IEEE Internet Things J. 10 (4) (2023)
Yuanjun Laili, Zelin Chen, Lei Ren, Xiaokang Wang, M. Jamal Deen
Custom Grasping: A Region-Based Robotic Grasping Detection Method in Industrial Cyber-Physical Systems. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Lei Ren, Haiteng Wang, Zidi Jia, Yuanjun Laili, Lin Zhang
Time-Varying Gaussian Encoder-Based Adaptive Sensor-Weighted Method for Turbofan Engine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 72 (2023)
Lei Ren, Tao Wang, Zidi Jia, Fangyu Li, Honggui Han
A Lightweight and Adaptive Knowledge Distillation Framework for Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 19 (8) (2023)
Lei Ren, Yingjie Li, Xiaokang Wang, Jin Cui, Lin Zhang
An ABGE-aided manufacturing knowledge graph construction approach for heterogeneous IIoT data integration. Int. J. Prod. Res. 61 (12) (2023)
Yuan Yang, Lin Zhang, Lei Ren, Xiaohan Wang
Distributed autoencoder classifier network for small-scale and scattered COVID-19 dataset classification. Int. J. Imaging Syst. Technol. 33 (6) (2023)
Lei Ren, Yuxin Liu, Di Huang, Keke Huang, Chunhua Yang
MCTAN: A Novel Multichannel Temporal Attention-Based Network for Industrial Health Indicator Prediction. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Yuanjun Laili, Xiang Li, Yongjing Wang, Lei Ren, Xiaokang Wang
Robotic Disassembly Sequence Planning With Backup Actions. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Kong Yusheng, Yazhe Wang, Lei Ren
A Cloud-Edge Collaborative Security Architecture for Industrial Digital Twin Systems. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Tian Bai, Mingyu Du, Lin Zhang, Lei Ren, Li Ruan, Yuan Yang, Guanghao Qian, Zihao Meng, Li Zhao, M. Jamal Deen
A novel Alzheimer's disease detection approach using GAN-based brain slice image enhancement. Neurocomputing 492 (2022)
Jin Cui, Lei Ren, Jingeng Mai, Pai Zheng, Lin Zhang
3D Printing in the Context of Cloud Manufacturing. Robotics Comput. Integr. Manuf. 74 (2022)
Lei Ren, Tao Wang, Yuanjun Laili, Lin Zhang
A Data-Driven Self-Supervised LSTM-DeepFM Model for Industrial Soft Sensor. IEEE Trans. Ind. Informatics 18 (9) (2022)
Xiaokang Wang, Laurence T. Yang, Lei Ren, Yihao Wang, M. Jamal Deen
A Tensor-Based Computing and Optimization Model for Intelligent Edge Services. IEEE Netw. 36 (1) (2022)
Lei Ren, Xiaoyang Fan, Jin Cui, Zhen Shen, Yisheng Lv, Gang Xiong
A Multi-Agent Reinforcement Learning Method With Route Recorders for Vehicle Routing in Supply Chain Management. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Lei Ren, Zidi Jia, Xiaokang Wang, Jiabao Dong, Wei Wang
A $T^{2}$-Tensor-Aided Multiscale Transformer for Remaining Useful Life Prediction in IIoT. IEEE Trans. Ind. Informatics 18 (11) (2022)
Lei Ren, Zidi Jia, Tao Wang, Yehan Ma, Li-Hui Wang
LM-CNN: A Cloud-Edge Collaborative Method for Adaptive Fault Diagnosis With Label Sampling Space Enlarging. IEEE Trans. Ind. Informatics 18 (12) (2022)
Lei Ren, Jing Hu, Mei Li, Ling Zhang, Jinyue Xia
Structured Graded Lung Rehabilitation for Children with Mechanical Ventilation. Comput. Syst. Sci. Eng. 40 (1) (2022)
Lei Ren, Jiabao Dong, Xiaokang Wang, Zihao Meng, Li Zhao, M. Jamal Deen
A Data-Driven Auto-CNN-LSTM Prediction Model for Lithium-Ion Battery Remaining Useful Life. IEEE Trans. Ind. Informatics 17 (5) (2021)
Xiaokang Wang, Laurence T. Yang, Yihao Wang, Lei Ren, M. Jamal Deen
ADTT: A Highly Efficient Distributed Tensor-Train Decomposition Method for IIoT Big Data. IEEE Trans. Ind. Informatics 17 (3) (2021)
Yuan Yang, Lin Zhang, Mingyu Du, Jingyu Bo, Haolei Liu, Lei Ren, Xiaohe Li, M. Jamal Deen
A comparative analysis of eleven neural networks architectures for small datasets of lung images of COVID-19 patients toward improved clinical decisions. Comput. Biol. Medicine 139 (2021)
Xiaokang Wang, Laurence Tianruo Yang, Liwen Song, Huihui Wang, Lei Ren, M. Jamal Deen
A Tensor-Based Multiattributes Visual Feature Recognition Method for Industrial Intelligence. IEEE Trans. Ind. Informatics 17 (3) (2021)
Lei Ren, Zihao Meng, Xiaokang Wang, Lin Zhang, Laurence T. Yang
A Data-Driven Approach of Product Quality Prediction for Complex Production Systems. IEEE Trans. Ind. Informatics 17 (9) (2021)
Lei Ren, Yuxin Liu, Xiaokang Wang, Jinhu Lü, M. Jamal Deen
Cloud-Edge-Based Lightweight Temporal Convolutional Networks for Remaining Useful Life Prediction in IIoT. IEEE Internet Things J. 8 (16) (2021)
Lin Zhang, Xiao Luo, Lei Ren, Jingeng Mai, Fan Pan, Zhen Zhao, Bing Li
Cloud based 3D printing service platform for personalized manufacturing. Sci. China Inf. Sci. 63 (2) (2020)
Xiao Luo, Lin Zhang, Lei Ren, Yuanjun Lali
A dynamic and static data based matching method for cloud 3D printing. Robotics Comput. Integr. Manuf. 61 (2020)
Lei Ren, Zihao Meng, Xiaokang Wang, Renquan Lu, Laurence T. Yang
A Wide-Deep-Sequence Model-Based Quality Prediction Method in Industrial Process Analysis. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Lei Ren, Yuanjun Laili, Xiang Li, Xiaokang Wang
Coding-Based Large-Scale Task Assignment for Industrial Edge Intelligence. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Chun Zhao, Lei Ren, Ziqiao Zhang, Zihao Meng
Master data management for manufacturing big data: a method of evaluation for data network. World Wide Web 23 (2) (2020)
Ying Liu, Lin Zhang, Yuan Yang, Longfei Zhou, Lei Ren, Fei Wang, Rong Liu, Zhibo Pang, M. Jamal Deen
A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin. IEEE Access 7 (2019)
Xiao Luo, Fan Pan, Lin Zhang, Lei Ren, Guoqiang Shi, Liqin Guo, Tingyu Lin
Study of 3D Printing Model Aggregation and Retrieval Mechanism in Cloud Manufacturing. INDIN (2019)
Jin Cui, Lei Ren, Xiaokang Wang, Lin Zhang
Pairwise comparison learning based bearing health quantitative modeling and its application in service life prediction. Future Gener. Comput. Syst. 97 (2019)
Longfei Zhou, Lin Zhang, Lei Ren, Jian Wang
Real-Time Scheduling of Cloud Manufacturing Services Based on Dynamic Data-Driven Simulation. IEEE Trans. Ind. Informatics 15 (9) (2019)
Lei Ren, Xuejun Cheng, Xiaokang Wang, Jin Cui, Lin Zhang
Multi-scale Dense Gate Recurrent Unit Networks for bearing remaining useful life prediction. Future Gener. Comput. Syst. 94 (2019)
Lin Zhang, Longfei Zhou, Lei Ren, Yuanjun Laili
Modeling and simulation in intelligent manufacturing. Comput. Ind. 112 (2019)
Longfei Zhou, Lin Zhang, Lei Ren
Simulation of Production Modes for Cloud Manufacturing Enterprises. UV (2018)
Yi Du, Lei Ren, Yuanchun Zhou, Jianhui Li, Feng Tian, Guozhong Dai
Banded choropleth map. Pers. Ubiquitous Comput. 22 (3) (2018)
Lei Ren, Yaqiang Sun, Hao Wang, Lin Zhang
Prediction of Bearing Remaining Useful Life With Deep Convolution Neural Network. IEEE Access 6 (2018)
Lei Ren, Sanbao Zheng, Lin Zhang
A Blockchain Model for Industrial Internet. iThings/GreenCom/CPSCom/SmartData (2018)
Longfei Zhou, Lin Zhang, Lei Ren
Simulation Model of Dynamic Service Scheduling in Cloud Manufacturing. IECON (2018)
Longfei Zhou, Lin Zhang, Bhaba R. Sarker, Yuanjun Laili, Lei Ren
An event-triggered dynamic scheduling method for randomly arriving tasks in cloud manufacturing. Int. J. Comput. Integr. Manuf. 31 (3) (2018)
Lei Ren, Li Zhao, Sheng Hong, Shiqiang Zhao, Hao Wang, Lin Zhang
Remaining Useful Life Prediction for Lithium-Ion Battery: A Deep Learning Approach. IEEE Access 6 (2018)
Chun Zhao, Lei Ren, Yuanjun Laili, Liyuanjun Lai
An Architecture of Knowledge Cloud Based on Manufacturing Big Data. IECON (2018)
Lei Ren, Lin Zhang, Lihui Wang, Fei Tao, Xudong Chai
Cloud manufacturing: key characteristics and applications. Int. J. Comput. Integr. Manuf. 30 (6) (2017)
Feng Li, Lin Zhang, Lei Ren
A Production-Based Scheduling Model for Complex Products in Cloud Environment. ES (2017)
Longfei Zhou, Lin Zhang, Lei Ren, Yuanjun Laili
Matching and selection of distributed 3D printing services in cloud manufacturing. IECON (2017)
Yi Du, Lei Ren, Yuanchun Zhou, Jianhui Li
A Model-Driven Visualization System Based on DVDL. Monterey Workshop (2016)
Fei Lyu, Lei Ren, Yi Du
An Optimization Method for User Interface Components Based on Big Data. Monterey Workshop (2016)
Lei Ren, Lin Zhang, Fei Tao, Chun Zhao, Xudong Chai, Xinpei Zhao
Cloud manufacturing: from concept to practice. Enterp. Inf. Syst. 9 (2) (2015)
Lin Zhang, Yongliang Luo, Fei Tao, Bo Hu Li, Lei Ren, Xuesong Zhang, Hua Guo, Ying Cheng, Anrui Hu, Yongkui Liu
Cloud manufacturing: a new manufacturing paradigm. Enterp. Inf. Syst. 8 (2) (2014)
Lei Ren, Yi Du
A sketch+fisheye interface for visual analytics of large time-series. IEEE VAST (2014)
Lei Ren, Jin Cui, Yi Du, Guozhong Dai
Multilevel interaction model for hierarchical tasks in information visualization. VINCI (2013)
Lei Ren, Lin Zhang, Fei Tao, Xiaolong (Luke) Zhang, Yongliang Luo, Yabin Zhang
A methodology towards virtualisation-based high performance simulation platform supporting multidisciplinary design of complex products. Enterp. Inf. Syst. 6 (3) (2012)
Yuan Bao, Lei Ren, Lin Zhang, Xuesong Zhang, Yongliang Luo
Massive sensor data management framework in Cloud manufacturing based on Hadoop. INDIN (2012)
Zhiyun Ren, Xiao Song, Lei Ren, Lin Zhang, Shaoyun Zhang
A virtual machine deployment approach using knowledge curves in Cloud Simulation. INDIN (2012)
Yuanjun Laili, Fei Tao, Lin Zhang, Lei Ren
The optimal allocation model of computing resources in cloud manufacturing system. ICNC (2011)
Lei Ren, Feng Tian, Xiaolong Zhang, Lin Zhang
DaisyViz: A model-based user interface toolkit for interactive information visualization systems. J. Vis. Lang. Comput. 21 (4) (2010)
Lei Ren, Lin Zhang, Dongxing Teng, Guozhong Dai, Qian Li
DOI-Wave: A Focus+Context Interaction Technique for Networks Based on Attention-Reactive Interface. VINCI (2009)
Lei Ren, Feng Tian, Lin Zhang, Guozhong Dai
DaisyViz: A Model-based User Interfaces Toolkit for Development of Interactive Information Visualization. VINCI (2009)