Diju Liu

Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes

Diju Liu, Yalin Wang, Chenliang Liu et al. · IEEE Transactions on Industrial Informatics · 2022 · 79 citations

Engineering, Machine Learning, Industrial Engineering +21

Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling

Yalin Wang, Diju Liu, Chenliang Liu et al. · Advanced Engineering Informatics · 2022 · 68 citations

Engineering, Machine Learning, Data Science +9

A Just-in-Time Fine-Tuning Framework for Deep Learning of SAE in Adaptive Data-Driven Modeling of Time-Varying Industrial Processes

Yijun Wu, Diju Liu, Xiaofeng Yuan et al. · IEEE Sensors Journal · 2020 · 66 citations

Artificial Intelligence, Engineering, Machine Learning +19

Blackout Missing Data Recovery in Industrial Time Series Based on Masked-Former Hierarchical Imputation Framework

Diju Liu, Yalin Wang, Chenliang Liu et al. · IEEE Transactions on Automation Science and Engineering · 2023 · 38 citations

Data Imputation Methods, Engineering, Machine Learning +18

Multirate-Former: An Efficient Transformer-Based Hierarchical Network for Multistep Prediction of Multirate Industrial Processes

Diju Liu, Yalin Wang, Chenliang Liu et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 25 citations

Forecasting Methodology, Engineering, Machine Learning +20