Si-Zhao Joe Qin

75 papers C 10Journal 47Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Emotion-Enhanced Multi-Task Learning with LLMs for Aspect Category Sentiment Analysis. CoRR Yaping Chai, Haoran Xie, Si-Zhao Joe Qin
2025	J	`jnl`	Semantic-preserved Augmentation with Confidence-weighted Fine-tuning for Aspect Category Sentiment Analysis. CoRR Yaping Chai, Haoran Xie, Si-Zhao Joe Qin
2025	J	`jnl`	Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities. CoRR Yaping Chai, Haoran Xie, Si-Zhao Joe Qin
2024	J	`jnl`	Bidirectional Dynamic Latent Variable Analysis for Closed-Loop Process Monitoring. IEEE Trans. Ind. Electron. Xu Chen, Xiao He, Si-Zhao Joe Qin
2023	J	`jnl`	Attention-mechanism based DiPLS-LSTM and its application in industrial process time series big data prediction. Comput. Chem. Eng. Yongjian Wang, Cheng Qian, Si-Zhao Joe Qin
2023	J	`jnl`	Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment. CoRR Lingling Xu, Haoran Xie, Si-Zhao Joe Qin, Xiaohui Tao, Fu Lee Wang
2021	J	`jnl`	Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing. IEEE Trans. Neural Networks Learn. Syst. Feng Qian, Yaochu Jin, Si-Zhao Joe Qin, Kai Sundmacher
2021	J	`jnl`	Integration of process knowledge and statistical learning for the Dow data challenge problem. Comput. Chem. Eng. Si-Zhao Joe Qin, Siyi Guo, Zheyu Li, Leo H. Chiang, Ivan Castillo, Birgit Braun, Zhenyu Wang
2021	J	`jnl`	Online Peak-Demand Minimization Using Energy Storage. CoRR Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
2021	—	`conf`	Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage. e-Energy Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
2021	J	`jnl`	Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage. CoRR Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
2021	—	`conf`	Optimal Peak-Minimizing Online Algorithms for Large-Load Users with Energy Storage. INFOCOM Workshops Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
2021	J	`jnl`	Plant-wide troubleshooting and diagnosis using dynamic embedded latent feature analysis. Comput. Chem. Eng. Si-Zhao Joe Qin, Yingxiang Liu, Yining Dong
2020	J	`jnl`	Bridging systems theory and data science: A unifying review of dynamic latent variable analytics and process monitoring. Annu. Rev. Control. Si-Zhao Joe Qin, Yining Dong, Qinqin Zhu, Jin Wang, Qiang Liu
2020	J	`jnl`	Dynamic latent variable regression for inferential sensor modeling and monitoring. Comput. Chem. Eng. Qinqin Zhu, Si-Zhao Joe Qin, Yining Dong
2020	C	`conf`	Dynamic-Inner Canonical Correlation Analysis based Process Monitoring. ACC Yining Dong, Si-Zhao Joe Qin
2020	J	`jnl`	Editorial for Tom Edgar special issue in Computers & Chemical Engineering. Comput. Chem. Eng. Juergen Hahn, Michael Baldea, Si-Zhao Joe Qin
2020	J	`jnl`	Efficient Dynamic Latent Variable Analysis for High-Dimensional Time Series Data. IEEE Trans. Ind. Informatics Yining Dong, Yingxiang Liu, Si-Zhao Joe Qin
2020	J	`jnl`	Modeling inter-layer interactions for out-of-plane shape deviation reduction in additive manufacturing. IISE Trans. Yuan Jin, Si-Zhao Joe Qin, Qiang Huang
2020	J	`jnl`	Multiscale Kernel Based Residual Convolutional Neural Network for Motor Fault Diagnosis Under Nonstationary Conditions. IEEE Trans. Ind. Informatics Ruonan Liu, Fei Wang, Boyuan Yang, Si-Zhao Joe Qin
2020	J	`jnl`	On the Convergence of the Dynamic Inner PCA Algorithm. CoRR Sungho Shin, Alexander D. Smith, Si-Zhao Joe Qin, Victor M. Zavala
2019	J	`jnl`	Advances and opportunities in machine learning for process data analytics. Comput. Chem. Eng. Si-Zhao Joe Qin, Leo H. Chiang
2019	J	`jnl`	Distributed Approach for Temporal-Spatial Charging Coordination of Plug-in Electric Taxi Fleet. IEEE Trans. Ind. Informatics Zaiyue Yang, Tianci Guo, Pengcheng You, Yunhe Hou, Si-Zhao Joe Qin
2019	—	`conf`	Dynamic Processes Modeling and Monitoring based on a Novel Dynamic Latent Variable Model. CAA SAFEPROCESS Le Zhou, Zhiqiang Ge, Zhihuan Song, Si-Zhao Joe Qin
2018	J	`jnl`	Dynamic latent variable analytics for process operations and control. Comput. Chem. Eng. Yining Dong, Si-Zhao Joe Qin
2017	J	`jnl`	Autoregressive Dynamic Latent Variable Models for Process Monitoring. IEEE Trans. Control. Syst. Technol. Le Zhou, Gang Li, Zhihuan Song, Si-Zhao Joe Qin
2017	C	`conf`	Distributed optimization of multi-building energy systems with spatially and temporally coupled constraints. ACC Zhaohui Zhang, Ruilong Deng, Tao Yuan, Si-Zhao Joe Qin
2017	C	`conf`	Quality-relevant fault detection of nonlinear processes based on kernel concurrent canonical correlation analysis. ACC Qinqin Zhu, Qiang Liu, Si-Zhao Joe Qin
2017	J	`jnl`	Unevenly Sampled Dynamic Data Modeling and Monitoring With an Industrial Application. IEEE Trans. Ind. Informatics Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2016	J	`jnl`	Comprehensive Monitoring of Nonlinear Processes Based on Concurrent Kernel Projection to Latent Structures. IEEE Trans Autom. Sci. Eng. Ning Sheng, Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2016	C	`conf`	Deep causal mining for plant-wide oscillations with multilevel Granger causality analysis. ACC Tao Yuan, Gang Li, Zhaohui Zhang, Si-Zhao Joe Qin
2016	—	`conf`	Feature selection based on concurrent projection to latent structures for high dimensional spectra data. ICIA Jian Tang, Tianyou Chai, Si-Zhao Joe Qin, Zhuo Liu, Wen Yu
2016	—	`conf`	Prescriptive analytics for understanding of out-of-plane deformation in additive manufacturing. CASE Yuan Jin, Si-Zhao Joe Qin, Qiang Huang
2015	—	`ch.`	Model-Predictive Control in Practice. Encyclopedia of Systems and Control Thomas A. Badgwell, Si-Zhao Joe Qin
2015	—	`conf`	Out-of-plane geometric error prediction for additive manufacturing. CASE Yuan Jin, Si-Zhao Joe Qin, Qiang Huang
2014	J	`jnl`	A New Method of Dynamic Latent-Variable Modeling for Process Monitoring. IEEE Trans. Ind. Electron. Gang Li, Si-Zhao Joe Qin, Donghua Zhou
2014	J	`jnl`	Guest Editorial Integrated Optimization of Industrial Automation. IEEE Trans Autom. Sci. Eng. Tianyou Chai, Hong Wang, Si-Zhao Joe Qin, Tongwen Chen, Sirish L. Shah
2014	C	`conf`	Multi-directional reconstruction based contributions for root-cause diagnosis of dynamic processes. ACC Gang Li, Si-Zhao Joe Qin, Tianyou Chai
2014	J	`jnl`	Multiblock Concurrent PLS for Decentralized Monitoring of Continuous Annealing Processes. IEEE Trans. Ind. Electron. Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2014	J	`jnl`	Optimal operational control for complex industrial processes. Annu. Rev. Control. Tianyou Chai, Si-Zhao Joe Qin, Hong Wang
2013	J	`jnl`	Decentralized Fault Diagnosis of Continuous Annealing Processes Based on Multilevel PCA. IEEE Trans Autom. Sci. Eng. Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2013	C	`conf`	Experimental study of economic model predictive control in building energy systems. ACC Jingran Ma, Si-Zhao Joe Qin, Tim Salsbury
2013	J	`jnl`	Predictive control methods to improve energy efficiency and reduce demand in buildings. Comput. Chem. Eng. Tim Salsbury, Prashant Mhaskar, Si-Zhao Joe Qin
2012	—	`conf`	Concurrent projection to latent structures for output-relevant and input-relevant fault monitoring. CDC Si-Zhao Joe Qin, Yingying Zheng
2012	C	`conf`	Control performance monitoring via model residual assessment. ACC Zhijie Sun, Si-Zhao Joe Qin, Ashish Singhal, Larry Megan
2012	J	`jnl`	Discussion on: "Post-Optimality Approach to Prevent Cycling in Linear MPC Target Calculation". Eur. J. Control Ashish Singhal, Si-Zhao Joe Qin
2012	—	`conf`	Feature Selection of Frequency Spectrum for Modeling Difficulty to Measure Process Parameters. ISNN (2) Jian Tang, Lijie Zhao, Yi-miao Li, Tianyou Chai, Si-Zhao Joe Qin
2012	—	`conf`	Improved genetic algorithm for magnetic material two-stage multi-product production scheduling: A case study. CDC Yefeng Liu, Tianyou Chai, Si-Zhao Joe Qin, Quan-Ke Pan, Shengxiang Yang
2012	C	`conf`	Model predictive control of building energy systems with balanced model reduction. ACC Jingran Ma, Si-Zhao Joe Qin, Tim Salsbury
2012	C	`conf`	Non-stationary Kalman filter parametrization of subspace models with applications to MPC. ACC Yu Zhao, Zhijie Sun, Si-Zhao Joe Qin, Tianyou Chai
2012	J	`jnl`	Single-machine scheduling with advanced process control constraints. J. Sched. Yiwei Cai, Erhan Kutanoglu, John J. Hasenbein, Si-Zhao Joe Qin
2012	J	`jnl`	Survey on data-driven industrial process monitoring and diagnosis. Annu. Rev. Control. Si-Zhao Joe Qin
2011	J	`jnl`	Data-Based Hybrid Tension Estimation and Fault Diagnosis of Cold Rolling Continuous Annealing Processes. IEEE Trans. Neural Networks Qiang Liu, Tianyou Chai, Hong Wang, Si-Zhao Joe Qin
2011	J	`jnl`	Generalized Reconstruction-Based Contributions for Output-Relevant Fault Diagnosis With Application to the Tennessee Eastman Process. IEEE Trans. Control. Syst. Technol. Gang Li, Carlos F. Alcala, Si-Zhao Joe Qin, Donghua Zhou
2011	—	`conf`	Improving industrial mpc performance with data-driven disturbance modeling. CDC/ECC Zhijie Sun, Yu Zhao, Si-Zhao Joe Qin
2011	—	`conf`	KPCA based multi-spectral segments feature extraction and GA based Combinatorial optimization for frequency spectrum data modeling. CDC/ECC Jian Tang, Tianyou Chai, Wen Yu, Lijie Zhao, Si-Zhao Joe Qin
2011	—	`conf`	Modeling CO2 recovery for optimal dynamic operations. CDC/ECC Ricardo Dunia, Gary T. Rochelle, Si-Zhao Joe Qin
2011	J	`jnl`	Quality Relevant Data-Driven Modeling and Monitoring of Multivariate Dynamic Processes: The Dynamic T-PLS Approach. IEEE Trans. Neural Networks Gang Li, Baosheng Liu, Si-Zhao Joe Qin, Donghua Zhou
2011	C	`conf`	Soft sensing of sodium aluminate solution component concentrations via on-line clustering and fuzzy modeling. ACC Wei Wang, Tianyou Chai, Lijie Zhao, Si-Zhao Joe Qin
2011	—	`conf`	Subspace system identification for CO2 recovery processes. CACSD Ricardo Dunia, Gary T. Rochelle, Si-Zhao Joe Qin
2010	J	`jnl`	Decentralized Fault Diagnosis of Large-Scale Processes Using Multiblock Kernel Partial Least Squares. IEEE Trans. Ind. Informatics Yingwei Zhang, Hong Zhou, Si-Zhao Joe Qin, Tianyou Chai
2010	J	`jnl`	Geometric properties of partial least squares for process monitoring. Autom. Gang Li, Si-Zhao Joe Qin, Donghua Zhou
2010	—	`conf`	Progressive Parametrization in Subspace Identification Models with finite horizons. CDC Si-Zhao Joe Qin, Yu Zhao, Zhijie Sun, Tao Yuan
2010	—	`conf`	Tension soft sensor of continuous annealing lines using cascade frequency domain observer with combined PCA and neural networks error compensation. CDC Qiang Liu, Tianyou Chai, Hong Wang, Si-Zhao Joe Qin
2009	J	`jnl`	Reconstruction-based contribution for process monitoring. Autom. Carlos F. Alcala, Si-Zhao Joe Qin
2007	—	`conf`	Monitoring Non-normal Data with Principal Component Analysis and Adaptive Density Estimation. CDC Gregory A. Cherry, Si-Zhao Joe Qin
2007	J	`jnl`	Subspace methods for system identification: Tohru Katayama; Springer-Verlag, ISBN: 1-85233-981-0. Autom. Si-Zhao Joe Qin
2006	J	`jnl`	An overview of subspace identification. Comput. Chem. Eng. Si-Zhao Joe Qin
2006	J	`jnl`	Closed-loop subspace identification using the parity space. Autom. Jin Wang, Si-Zhao Joe Qin
2005	J	`jnl`	A novel subspace identification approach with enforced causal models. Autom. Si-Zhao Joe Qin, Weilu Lin, Lennart Ljung
2004	J	`jnl`	A strong tracking predictor for nonlinear processes with input time delay. Comput. Chem. Eng. D. Wang, D. H. Zhou, Y. H. Jin, Si-Zhao Joe Qin
2004	J	`jnl`	A two-stage iterative learning control technique combined with real-time feedback for independent disturbance rejection. Autom. Insik Chin, Si-Zhao Joe Qin, Kwang S. Lee, Moonki Cho
2003	—	`conf`	The Character of an Idempotent-analytic Nonlinear Small Gain Theorem. POSTA Henry G. Potrykus, Frank Allgöwer, Si-Zhao Joe Qin
2002	J	`jnl`	On the selection of variables for qualitative modelling of dynamical systems. Int. J. Gen. Syst. Josep Maria Mirats i Tur, François E. Cellier, Rafael M. Huber, Si-Zhao Joe Qin
1994	J	`jnl`	A multiregion fuzzy logic controller for nonlinear process control. IEEE Trans. Fuzzy Syst. Si-Zhao Joe Qin, Guy Borders