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ORCIDChao Shang 0002
Person information
- affiliation: Tsinghua University, Department of Automation, Beijing National Research Center for Information Science and Technology, Beijing, China
- affiliation (2018): Cornell University, Robert Frederick Smith School of Chemical and Biomolecular Engineering, Ithaca, NY, USA
- affiliation (PhD 2016): Tsinghua University, Department of Automation, Beijing, China
Other persons with the same name
- Chao Shang — disambiguation page
- Chao Shang 0001
![[0000-0002-2854-2309]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-2854-2309")
— University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China
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2020 – today
- 2026
[j27]Shiyuan Qu, Fenglian Dong, Zhiwei Wei, Chao Shang:
Towards an unsupervised learning scheme for efficiently solving parameterized mixed-integer programs. Comput. Oper. Res. 185: 107290 (2026)- 2025
- [j26]Yibo Wang, Keyou You, Dexian Huang, Chao Shang:
Data-driven output prediction and control of stochastic systems: An innovation-based approach. Autom. 171: 111897 (2025) - [j25]Akshay Ajagekar, Benjamin Decardi-Nelson, Chao Shang, Fengqi You:
Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges. Comput. Chem. Eng. 194: 108989 (2025) - [j24]Xianyu Li, Fenglian Dong, Zhiwei Wei, Chao Shang:
Data-driven contextual robust optimization based on support vector clustering. Comput. Chem. Eng. 195: 109004 (2025) - [j23]Yang Xu, Wenchao Xue, Chao Shang, Haitao Fang:
On Globalized Robust Kalman Filter Under Model Uncertainty. IEEE Trans. Autom. Control. 70(2): 1147-1160 (2025) - [j22]Kaida Huo, Dexian Huang, Fan Yang, Chao Shang:
Dynamic-Inner White Component Analysis: A New Latent Variable Model for Dynamic Data Analytics and Process Monitoring. IEEE Trans Autom. Sci. Eng. 22: 5614-5626 (2025) - [j21]Malika Sader, Yibo Wang, Dexian Huang, Chao Shang, Biao Huang:
Causality-Informed Data-Driven Predictive Control. IEEE Trans. Control. Syst. Technol. 33(5): 1921-1928 (2025) - [j20]Ju Liu, Jiayi Zhao, Hao Ye, Dexian Huang, Chao Shang:
A Novel Accuracy-Constrained Scheme for Efficient Trend Extraction of Industrial Time-Series Data. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [c16]Yibo Wang, Hao Ye, Dexian Huang, Xiang Yin, Chao Shang:
An Innovation-Based Approach to Adaptive Data-Driven Predictive Control. ECC 2025: 1630-1635 - 2024
- [j19]Kang Li, Chao Shang, Hao Ye:
Reweighted Regularized Prototypical Network for Few-Shot Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6206-6217 (2024) - [c15]Hailang Jin, Yibo Wang, Dexian Huang, Chao Shang:
Data-Driven Fault Detection for Lithium-Ion Battery Packs via Behavioral System Representation. CCTA 2024: 735-740 - [c14]Malika Sader, Wenyu Li, Yanhui Yin, Zhongmei Li, Dexian Huang, Zhongxin Liu, Xiao He, Chao Shang:
Data-Driven Output Containment Control of Heterogeneous Multiagent Systems: A Hierarchical Scheme. CDC 2024: 6889-6895 - [i6]Shiyuan Qu, Fenglian Dong, Zhiwei Wei, Chao Shang:
Towards An Unsupervised Learning Scheme for Efficiently Solving Parameterized Mixed-Integer Programs. CoRR abs/2412.17623 (2024) - 2023
- [j18]Yibo Wang, Yiwen Qiu, Malika Sader, Dexian Huang, Chao Shang:
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach. IEEE Control. Syst. Lett. 7: 3639-3644 (2023) - [j17]Malika Sader, Wenyu Li, Zhongxin Liu, Haijun Jiang, Chao Shang:
Semi-global fault-tolerant cooperative output regulation of heterogeneous multi-agent systems with actuator saturation. Inf. Sci. 641: 119028 (2023) - [j16]Chao Shang, Hao Ye, Dexian Huang, Steven X. Ding:
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information. IEEE Trans. Autom. Control. 68(9): 5333-5348 (2023) - [j15]Qingyuan Liu, Chao Shang, Tao Liu, Dexian Huang:
Efficient Relay Autotuner of Industrial Controllers via Rank-Constrained Identification of Low-Order Time-Delay Models. IEEE Trans. Control. Syst. Technol. 31(4): 1787-1802 (2023) - [j14]Hongtian Chen, Linlin Li, Chao Shang, Biao Huang:
Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach. IEEE Trans. Cybern. 53(7): 4259-4269 (2023) - [j13]Jingxiang Liu, Tao Liu, Guoqing Mu, Chao Shang:
Just-In-Time Learning Based Functional Spectral Data Modeling for In-Situ Measurement of Slurry Component Concentrations via Infrared Spectroscopy. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [c13]Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang:
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification. CDC 2023: 1281-1287 - [c12]Yu Chen, Chao Shang, Xiaolin Huang, Xiang Yin:
Data-Driven Safe Controller Synthesis for Deterministic Systems: A Posteriori Method With Validation Tests. CDC 2023: 7988-7993 - [i5]Yu Chen, Chao Shang, Xiaolin Huang, Xiang Yin:
Data-Driven Safe Controller Synthesis for Deterministic Systems: A Posteriori Method With Validation Tests. CoRR abs/2304.00729 (2023) - [i4]Qingyuan Liu, Zhengchao Huang, Hao Ye, Dexian Huang, Chao Shang:
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification. CoRR abs/2305.14781 (2023) - 2022
- [j12]Chao Shang, Chao Wang, Keyou You, Dexian Huang:
Distributionally robust chance constraint with unimodality-skewness information and conic reformulation. Oper. Res. Lett. 50(2): 176-183 (2022) - [j11]Guoqing Mu, Tao Liu, Junghui Chen, Chao Shang, Chongquan Zhong:
Variational PLS-Based Calibration Model Building With Semi-Supervised Learning for Moisture Measurement During Fluidized Bed Drying by NIR Spectroscopy. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - 2021
- [j10]Chao Shang, Steven X. Ding, Hao Ye:
Distributionally robust fault detection design and assessment for dynamical systems. Autom. 125: 109434 (2021) - [j9]Cong Wang, Xin Peng, Chao Shang, Chen Fan, Liang Zhao, Weimin Zhong:
A deep learning-based robust optimization approach for refinery planning under uncertainty. Comput. Chem. Eng. 155: 107495 (2021) - [j8]Biao Han, Chao Shang, Dexian Huang:
Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making. Eur. J. Oper. Res. 292(3): 1004-1018 (2021) - [j7]Chao Shang, Fengqi You:
A Posteriori Probabilistic Bounds of Convex Scenario Programs With Validation Tests. IEEE Trans. Autom. Control. 66(9): 4015-4028 (2021) - [j6]David Scott, Chao Shang, Biao Huang, Dexian Huang:
A Holistic Probabilistic Framework for Monitoring Nonstationary Dynamic Industrial Processes. IEEE Trans. Control. Syst. Technol. 29(5): 2239-2246 (2021) - 2020
- [j5]Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You:
Robust Model Predictive Control of Irrigation Systems With Active Uncertainty Learning and Data Analytics. IEEE Trans. Control. Syst. Technol. 28(4): 1493-1504 (2020) - [c11]Wei-Han Chen, Chao Shang, Siyu Zhu, Kathryn Haldeman, Michael Santiago, Abraham Duncan Stroock, Fengqi You:
Theoretical Exploration of Irrigation Control for Stem Water Potential through Model Predictive Control. ACC 2020: 1992-1997
2010 – 2019
- 2019
- [c10]Chao Shang, Wei-Han Chen, Fengqi You:
Robust Constrained Model Predictive Control of Irrigation Systems Based on Data-Driven Uncertainty Set Constructions. ACC 2019: 1-6 - [c9]Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang:
Reaction temperature estimation in Shell coal gasification process. CASE 2019: 861-866 - [c8]Zhuolin Wang, Keyou You, Shiji Song, Chao Shang:
Data-Driven Distributionally Robust Shortest Path Problem Using the Wasserstein Ambiguity Set. ICCA 2019: 1391-1396 - [c7]Biao Han, Chao Shang, Fan Yang, Dexian Huang:
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization. ICCA 2019: 1417-1422 - [i3]Chao Shang, Fengqi You:
Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests. CoRR abs/1903.11734 (2019) - 2018
- [j4]Chao Shang, Fengqi You:
Distributionally robust optimization for planning and scheduling under uncertainty. Comput. Chem. Eng. 110: 53-68 (2018) - [j3]Chao Shang, Fan Yang, Biao Huang, Dexian Huang:
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes. IEEE Trans. Ind. Electron. 65(11): 8895-8905 (2018) - [c6]Chao Shang, Fengqi You:
Distributionally Robust Process Scheduling under Ambiguous Uncertainty. ACC 2018: 180-187 - [c5]Chao Shang, Fengqi You:
Chance Constrained Model Predictive Control via Active Uncertainty Set Learning and Calibration. CDC 2018: 2605-2610 - [c4]Lei Liu, Kangcheng Wang, Chao Shang, Fan Yang, Wenxiang Lyu, Dexian Huang:
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes. FSDM 2018: 593-598 - [i2]Chao Shang, Fengqi You:
A data-driven robust optimization approach to scenario-based stochastic model predictive control. CoRR abs/1807.05146 (2018) - [i1]Chao Shang, Wei-Han Chen, Abraham Duncan Stroock, Fengqi You:
Robust Model Predictive Control of Irrigation Systems with Active Uncertainty Learning and Data Analytics. CoRR abs/1810.05947 (2018) - 2017
- [j2]Chao Shang, Xiaolin Huang, Fengqi You:
Data-driven robust optimization based on kernel learning. Comput. Chem. Eng. 106: 464-479 (2017) - [c3]Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang:
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network. SMC 2017: 989-994 - 2015
- [c2]Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang:
Detecting and isolating plant-wide oscillations via slow feature analysis. ACC 2015: 906-911 - [c1]Chao Shang, Fan Yang, Xinqing Gao, Dexian Huang:
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression. ACC 2015: 912-917 - 2014
- [j1]Chao Shang, Xinqing Gao, Fan Yang, Dexian Huang:
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response. IEEE Trans. Control. Syst. Technol. 22(4): 1550-1557 (2014)
Coauthor Index
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