Chao Shang

49 papers B 1C 5Journal 33Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards an unsupervised learning scheme for efficiently solving parameterized mixed-integer programs.
Comput. Oper. Res.
Shiyuan Qu, Fenglian Dong, Zhiwei Wei, Chao Shang
2025 J jnl
A Novel Accuracy-Constrained Scheme for Efficient Trend Extraction of Industrial Time-Series Data.
IEEE Trans. Instrum. Meas.
Ju Liu, Jiayi Zhao, Hao Ye, Dexian Huang, Chao Shang
2025 — conf
An Innovation-Based Approach to Adaptive Data-Driven Predictive Control.
ECC
Yibo Wang, Hao Ye, Dexian Huang, Xiang Yin, Chao Shang
2025 J jnl
Causality-Informed Data-Driven Predictive Control.
IEEE Trans. Control. Syst. Technol.
Malika Sader, Yibo Wang, Dexian Huang, Chao Shang, Biao Huang
2025 J jnl
Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges.
Comput. Chem. Eng.
Akshay Ajagekar, Benjamin Decardi-Nelson, Chao Shang, Fengqi You
2025 J jnl
Data-driven contextual robust optimization based on support vector clustering.
Comput. Chem. Eng.
Xianyu Li, Fenglian Dong, Zhiwei Wei, Chao Shang
2025 J jnl
Data-driven output prediction and control of stochastic systems: An innovation-based approach.
Autom.
Yibo Wang, Keyou You, Dexian Huang, Chao Shang
2025 J jnl
Dynamic-Inner White Component Analysis: A New Latent Variable Model for Dynamic Data Analytics and Process Monitoring.
IEEE Trans Autom. Sci. Eng.
Kaida Huo, Dexian Huang, Fan Yang, Chao Shang
2025 J jnl
On Globalized Robust Kalman Filter Under Model Uncertainty.
IEEE Trans. Autom. Control.
Yang Xu, Wenchao Xue, Chao Shang, Haitao Fang
2024 — conf
Data-Driven Fault Detection for Lithium-Ion Battery Packs via Behavioral System Representation.
CCTA
Hailang Jin, Yibo Wang, Dexian Huang, Chao Shang
2024 — conf
Data-Driven Output Containment Control of Heterogeneous Multiagent Systems: A Hierarchical Scheme.
CDC
Malika Sader, Wenyu Li, Yanhui Yin, Zhongmei Li, Dexian Huang, Zhongxin Liu, Xiao He, Chao Shang
2024 J jnl
Reweighted Regularized Prototypical Network for Few-Shot Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Kang Li, Chao Shang, Hao Ye
2024 J jnl
Towards An Unsupervised Learning Scheme for Efficiently Solving Parameterized Mixed-Integer Programs.
CoRR
Shiyuan Qu, Fenglian Dong, Zhiwei Wei, Chao Shang
2023 — conf
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification.
CDC
Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang
2023 J jnl
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification.
CoRR
Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang
2023 J jnl
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach.
IEEE Control. Syst. Lett.
Yibo Wang, Yiwen Qiu, Malika Sader, Dexian Huang, Chao Shang
2023 — conf
Data-Driven Safe Controller Synthesis for Deterministic Systems: A Posteriori Method With Validation Tests.
CDC
Yu Chen, Chao Shang, Xiaolin Huang, Xiang Yin
2023 J jnl
Data-Driven Safe Controller Synthesis for Deterministic Systems: A Posteriori Method With Validation Tests.
CoRR
Yu Chen, Chao Shang, Xiaolin Huang, Xiang Yin
2023 J jnl
Efficient Relay Autotuner of Industrial Controllers via Rank-Constrained Identification of Low-Order Time-Delay Models.
IEEE Trans. Control. Syst. Technol.
Qingyuan Liu, Chao Shang, Tao Liu, Dexian Huang
2023 J jnl
Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach.
IEEE Trans. Cybern.
Hongtian Chen, Linlin Li, Chao Shang, Biao Huang
2023 J jnl
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information.
IEEE Trans. Autom. Control.
Chao Shang, Hao Ye, Dexian Huang, Steven X. Ding
2023 J jnl
Just-In-Time Learning Based Functional Spectral Data Modeling for In-Situ Measurement of Slurry Component Concentrations via Infrared Spectroscopy.
IEEE Trans. Instrum. Meas.
Jingxiang Liu, Tao Liu, Guoqing Mu, Chao Shang
2023 J jnl
Semi-global fault-tolerant cooperative output regulation of heterogeneous multi-agent systems with actuator saturation.
Inf. Sci.
Malika Sader, Wenyu Li, Zhongxin Liu, Haijun Jiang, Chao Shang
2022 J jnl
Distributionally robust chance constraint with unimodality-skewness information and conic reformulation.
Oper. Res. Lett.
Chao Shang, Chao Wang, Keyou You, Dexian Huang
2022 J jnl
Variational PLS-Based Calibration Model Building With Semi-Supervised Learning for Moisture Measurement During Fluidized Bed Drying by NIR Spectroscopy.
IEEE Trans. Instrum. Meas.
Guoqing Mu, Tao Liu, Junghui Chen, Chao Shang, Chongquan Zhong
2021 J jnl
A Holistic Probabilistic Framework for Monitoring Nonstationary Dynamic Industrial Processes.
IEEE Trans. Control. Syst. Technol.
David Scott, Chao Shang, Biao Huang, Dexian Huang
2021 J jnl
A Posteriori Probabilistic Bounds of Convex Scenario Programs With Validation Tests.
IEEE Trans. Autom. Control.
Chao Shang, Fengqi You
2021 J jnl
A deep learning-based robust optimization approach for refinery planning under uncertainty.
Comput. Chem. Eng.
Cong Wang, Xin Peng, Chao Shang, Chen Fan, Liang Zhao, Weimin Zhong
2021 J jnl
Distributionally robust fault detection design and assessment for dynamical systems.
Autom.
Chao Shang, Steven X. Ding, Hao Ye
2021 J jnl
Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making.
Eur. J. Oper. Res.
Biao Han, Chao Shang, Dexian Huang
2020 J jnl
Robust Model Predictive Control of Irrigation Systems With Active Uncertainty Learning and Data Analytics.
IEEE Trans. Control. Syst. Technol.
Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You
2020 C conf
Theoretical Exploration of Irrigation Control for Stem Water Potential through Model Predictive Control.
ACC
Wei-Han Chen, Chao Shang, Siyu Zhu, Kathryn Haldeman, Michael Santiago, Abraham Duncan Stroock, Fengqi You
2019 — conf
Data-Driven Distributionally Robust Shortest Path Problem Using the Wasserstein Ambiguity Set.
ICCA
Zhuolin Wang, Keyou You, Shiji Song, Chao Shang
2019 — conf
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization.
ICCA
Biao Han, Chao Shang, Fan Yang, Dexian Huang
2019 J jnl
Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests.
CoRR
Chao Shang, Fengqi You
2019 — conf
Reaction temperature estimation in Shell coal gasification process.
CASE
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
2019 C conf
Robust Constrained Model Predictive Control of Irrigation Systems Based on Data-Driven Uncertainty Set Constructions.
ACC
Chao Shang, Wei-Han Chen, Fengqi You
2018 J jnl
A data-driven robust optimization approach to scenario-based stochastic model predictive control.
CoRR
Chao Shang, Fengqi You
2018 — conf
Chance Constrained Model Predictive Control via Active Uncertainty Set Learning and Calibration.
CDC
Chao Shang, Fengqi You
2018 C conf
Distributionally Robust Process Scheduling under Ambiguous Uncertainty.
ACC
Chao Shang, Fengqi You
2018 J jnl
Distributionally robust optimization for planning and scheduling under uncertainty.
Comput. Chem. Eng.
Chao Shang, Fengqi You
2018 — conf
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes.
FSDM
Lei Liu, Kangcheng Wang, Chao Shang, Fan Yang, Wenxiang Lyu, Dexian Huang
2018 J jnl
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes.
IEEE Trans. Ind. Electron.
Chao Shang, Fan Yang, Biao Huang, Dexian Huang
2018 J jnl
Robust Model Predictive Control of Irrigation Systems with Active Uncertainty Learning and Data Analytics.
CoRR
Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You
2017 B conf
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network.
SMC
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
2017 J jnl
Data-driven robust optimization based on kernel learning.
Comput. Chem. Eng.
Chao Shang, Xiaolin Huang, Fengqi You
2015 C conf
Detecting and isolating plant-wide oscillations via slow feature analysis.
ACC
Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang
2015 C conf
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression.
ACC
Chao Shang, Fan Yang, Xinqing Gao, Dexian Huang
2014 J jnl
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response.
IEEE Trans. Control. Syst. Technol.
Chao Shang, Xinqing Gao, Fan Yang, Dexian Huang