AKGNN-PC: An assembly knowledge graph neural network model with predictive value calibration module for refrigeration compressor performance prediction with assembly error propagation and data imbalance scenarios.

[BibT_eX]

[DOI]

Qiuhao Xu

Pengjie Gao

Adv. Eng. Informatics, 2024

Lightweight Detection Method for Plaid Pattern Defects with Rank Self-selection Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Automation and Computing, 2024

Trustworthy dual-scale defect detection network for diversified electronic products.

[BibT_eX]

[DOI]

Xinting Liao

Jie Zhang

Junliang Wang

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Unsupervised fabric defects detection based on spatial domain saliency and features clustering.

[BibT_eX]

[DOI]

Comput. Ind. Eng., November, 2023

Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., September, 2023

Knowledge augmented broad learning system for computer vision based mixed-type defect detection in semiconductor manufacturing.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., June, 2023

An expert knowledge-empowered CNN approach for welding radiographic image recognition.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, April, 2023

Brain-Inspired Interpretable Network Pruning for Smart Vision-Based Defect Detection Equipment.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

A knowledge augmented image deblurring method with deep learning for in-situ quality detection of yarn production.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2023

Ontology based package design in fresh E-Commerce logistics.

[BibT_eX]

[DOI]

Li Yin

Ray Runyang Zhong

Junliang Wang

Expert Syst. Appl., 2023

Utilizing Multiple Inputs Autoregressive Models for Bearing Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Utilizing VQ-VAE for End-to-End Health Indicator Generation in Predicting Rolling Bearing RUL.

[BibT_eX]

[DOI]

CoRR, 2023

A Two-Stage Adaptive Method for Predicting the Remaining Useful Life of Winders.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Frustum-LDGCNN: A High Efficient 3D Object Detection Network with Frustum Proposal.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

An Explainable Laser Welding Defect Recognition Method Based on Multi-Scale Class Activation Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

MicroCrack-Net: A Deep Neural Network With Outline Profile-Guided Feature Augmentation and Attention-Based Multiscale Fusion for MicroCrack Detection of Tantalum Capacitors.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2022

A data-driven robust optimization method for the assembly job-shop scheduling problem under uncertainty.

[BibT_eX]

[DOI]

Int. J. Comput. Integr. Manuf., 2022

Deep learning for industrial image: challenges, methods for enriching the sample space and restricting the hypothesis space, and possible issue.

[BibT_eX]

[DOI]

Int. J. Comput. Integr. Manuf., 2022

Forecasting the yield of wafer by using improved genetic algorithm, high dimensional alternating feature selection and SVM with uneven distribution and high-dimensional data.

[BibT_eX]

[DOI]

Qiuhao Xu

Chuqiao Xu

Junliang Wang

Auton. Intell. Syst., 2022

A Hybrid Wafer Processing Cycle Prediction Model Based on DPC-Relief-F.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

A Convolutional Neural Network with Equal-Resolution Enhancement and Gradual Attention of Features for Tiny Target Detection.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021

An Unequal Deep Learning Approach for 3-D Point Cloud Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Anomaly detection of power consumption in yarn spinning using transfer learning.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2021

Small and Medium-sized Enterprises Credit Risk Assessment Based on Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

2020

A collaborative architecture of the industrial internet platform for manufacturing systems.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2020

Real-time task processing for spinning cyber-physical production systems based on edge computing.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2020

A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification.

[BibT_eX]

[DOI]

J. Comput. Inf. Sci. Eng., 2020

Big data analytics for cycle time related feature selection in the semiconductor wafer fabrication system.

[BibT_eX]

[DOI]

Junliang Wang

Peng Zheng

Jie Zhang

Comput. Ind. Eng., 2020

Edge-cloud collaborative fabric defect detection based on industrial internet architecture.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

Feature Based Deep Retinex for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the ICAIP 2020: 4th International Conference on Advances in Image Processing, 2020

Multi-grained rough set in job guidance for college graduates.

[BibT_eX]

[DOI]

Junliang Wang

Kaiyou Yuan

Zehan Shi

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2020

A new welding path planning method based on point cloud and deep learning.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

An adaptive CGAN/IRF-based rescheduling strategy for aircraft parts remanufacturing system under dynamic environment.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2019

A novel resilient scheduling paradigm integrating operation and design for manufacturing systems with uncertainties.

[BibT_eX]

[DOI]

Enterp. Inf. Syst., 2019

Prediction of Liver Respiratory Motion Based on Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

An Improved GA-KRR Nested Learning Approach for Refrigeration Compressor Performance Forecasting<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

An Adaptive Interval Forecast CNN Model for Fault Detection Method.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

Bilateral LSTM: A Two-Dimensional Long Short-Term Memory Model With Multiply Memory Units for Short-Term Cycle Time Forecasting in Re-entrant Manufacturing Systems.

[BibT_eX]

[DOI]

Junliang Wang

Jie Zhang

Xiaoxi Wang

IEEE Trans. Ind. Informatics, 2018

A Hybrid CNN-LSTM Algorithm for Online Defect Recognition of CO<sub>2</sub> Welding.

[BibT_eX]

[DOI]

Tianyuan Liu

Jinsong Bao

Junliang Wang