default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
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
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2025
[j24]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)- [j23]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) - [j22]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) - [j21]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) - [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) - 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) - 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) - 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) - 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) - 2017
- [j2]Chao Shang, Xiaolin Huang, Fengqi You:
Data-driven robust optimization based on kernel learning. Comput. Chem. Eng. 106: 464-479 (2017) - 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)
Conference and Workshop Papers
- 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 - 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 - 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 - 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 - 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 - 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
Informal and Other Publications
- 2023
- [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) - 2019
- [i3]Chao Shang, Fengqi You:
Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests. CoRR abs/1903.11734 (2019) - 2018
- [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)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-07-29 19:50 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
