Junliang Wang

Deformable Convolutional Networks for Efficient Mixed-Type Wafer Defect Pattern Recognition

Junliang Wang, Chuqiao Xu, Zhengliang Yang et al. · IEEE Transactions on Semiconductor Manufacturing · 2020 · 186 citations

Geometric Learning, Convolutional Neural Network, Engineering +20

AdaBalGAN: An Improved Generative Adversarial Network With Imbalanced Learning for Wafer Defective Pattern Recognition

Junliang Wang, Zhengliang Yang, Jie Zhang et al. · IEEE Transactions on Semiconductor Manufacturing · 2019 · 135 citations

Artificial Intelligence, Data Augmentation, Defective Patterns +14

A collaborative architecture of the industrial internet platform for manufacturing systems

Junliang Wang, Chuqiao Xu, Jie Zhang et al. · Robotics and Computer-Integrated Manufacturing · 2019 · 116 citations

Industrial Design, Engineering, Cloud-based Manufacturing +13

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

Junliang Wang, Jie Zhang, Xiaoxi Wang · IEEE Transactions on Industrial Informatics · 2017 · 115 citations

Big data analytics for forecasting cycle time in semiconductor wafer fabrication system

Junliang Wang, Jie Zhang · International Journal of Production Research · 2016 · 102 citations

Forecasting Methodology, Prompt Delivery Reliability, Engineering +26