Personal Information
Associate Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Paper Publications
- [1] 朱理.Chen, Junghui.Lian, Jie.Attention-gated stacked information-separation target-supervised variational autoencoder for soft sensing[J],ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE,2026,182
- [2] .Yang, Xin.朱理,Xu Xirong,魏小鹏,Yang Xin.ICAD: Rethinking the Role of Inference and Cues for the Anomaly Detection of Time Series in IIoT[J],IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2026,38(8):5187-5201
- [3] 朱理.Chen, Junghui.Liu, Ching-Lien.Enhancing industrial fault diagnosis via A Meta-learning: Zero-shot identification with constraint conditional variational autoencoder[J],ADVANCED ENGINEERING INFORMATICS,2026,71
- [4] Duan, Chenming.朱理,Xu Xirong,Zhu, Jianmin,Wei, Ziqi,Yang Xin.武志超.DSTN: Dynamic Spatio-Temporal Network for Early Fault Warning in Chemical Processes[J],KNOWLEDGE-BASED SYSTEMS,2024,296
- [5] 朱理.Chen, Junghui.Chen, Chun-, I.Prognostics for Semiconductor Sustainability: Tool Failure Behavior Prediction in Fabrication Processes[J],IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2024,54(6):3450-3460
- [6] 朱理.Yu, Meng-Qin,Chen, Junghui.A Cyber-Physical monitoring and diagnosis scheme of energy consumption in Plant-Wide chemical processes[J],ENERGY CONVERSION AND MANAGEMENT,2023,289
- [7] Li, Zhe.朱理,Chen, Junghui.Adaptive two-dimensional subspace identification for monitoring batch processes with limited batch data[J],ISA TRANSACTIONS,2024,152:408-426
- [8] Zhu, Li.Li, Zhe,Chen, Junghui.Evaluating and Predicting Energy Efficiency Using Slow Feature Partial Least Squares Method for Large-scale Chemical Plants[J],Energy,2021,230:1-14
- [9] .Chen, Junghui, Zhu, Li.朱理.Multi-Scale Diffusion Probabilistic Modeling for Predictive Maintenance of Non-Stationary Industrial Processes[A],2025 IEEE 64TH CONFERENCE ON DECISION AND CONTROL, CDC,2026:186-191
- [10] 朱理.Chen, Junghui,Chen, Chun-, I.Prognostics for Semiconductor Sustainability: Tool Failure Behavior Prediction in Fabrication Processes[J],IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2024