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Diju Liu
Institution:
Central South University
Observed institution:
Central South University
ORCID:
0000-0002-1128-8682
Observed ORCID:
0000-0002-1128-8682
OpenAlex ID:
A5046286288
Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes
2022
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Industrial Informatics
·
101
Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling
2022
·
Yalin Wang
, Diju Liu
, et al.
·
Advanced Engineering Informatics
·
76
A Just-in-Time Fine-Tuning Framework for Deep Learning of SAE in Adaptive Data-Driven Modeling of Time-Varying Industrial Processes
2020
·
Yijun Wu
, Diju Liu
, et al.
·
IEEE Sensors Journal
·
68
Blackout Missing Data Recovery in Industrial Time Series Based on Masked-Former Hierarchical Imputation Framework
2023
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Automation Science and Engineering
·
44
Multirate-Former: An Efficient Transformer-Based Hierarchical Network for Multistep Prediction of Multirate Industrial Processes
2023
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Instrumentation and Measurement
·
38
Scope-Free Global Multi-Condition-Aware Industrial Missing Data Imputation Framework via Diffusion Transformer
2024
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
31
A task-oriented deep learning framework based on target-related transformer network for industrial quality prediction applications
2024
·
Yalin Wang
, Rao Dai
, et al.
·
Engineering Applications of Artificial Intelligence
·
25
EKG-AC: A New Paradigm for Process Industrial Optimization Based on Offline Reinforcement Learning With Expert Knowledge Guidance
2025
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Cybernetics
·
13
KSLD-TNet: Key Sample Location and Distillation Transformer Network for Multistep Ahead Prediction in Industrial Processes
2023
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Sensors Journal
·
10
Dynamic-static collaborative strategy for industrial data modeling based on hierarchical deep networks
2022
·
Xiangyu Peng
, Yalin Wang
, et al.
·
Measurement Science and Technology
·
5
Spatiotemporal Topology-Informed Multiagent Reinforcement Learning Framework for Structured Multiprocess Collaborative Optimization
2025
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
4
Which Data Harms My Regression Model: Enhancing Model Performance on Low-Quality Data Through Fast Data Attribution
2026
·
Qingkai Sui
, Yalin Wang
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
1
Intelligent Operational Optimization Method for Salt Lake Chemical Industrial Processes Based on Data-Driven Modeling
2023
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Conference on Industrial Electronics and Applications (ICIEA)
·
1
State-Aware Attention Refinement Transformer: Progressive Purification Tower and Historical State Retrieval for Industrial Process Modeling
2026
·
Hongrui Liu
, Yalin Wang
, et al.
·
IEEE Sensors Journal
Corrections to “Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes”
2025
·
Diju Liu
, Yalin Wang
, et al.
·
IEEE Transactions on Industrial Informatics
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Works count:
15
Citation count:
417
H-index:
9
I10-index:
9
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