Kaibo Wang-Department of Industrial Engineering, Tsinghua University

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Kaibo WangProfessor

Name : Kaibo Wang
Phone : +86-10-6279-7429
E-mail : kbwang@tsinghua.edu.cn
Fax : +86-10-6279-4399
Address : Room 409, Shunde Building, Tsinghua University
Homepage : http://www2.ie.tsinghua.edu.cn/kbwang/

Biography

Wang Kaibo, Ph.D., Professor at the Department of Industrial Engineering, Tsinghua University. He is also the Secretary of the Teaching Steering Committee for Industrial Engineering in Higher Education Institutions, Ministry of Education, and the Deputy Director of the Industrial Engineering Division of the Chinese Society for Mechanical Engineering. In 2006, he earned his Ph.D. in Industrial Engineering and Engineering Management from the Hong Kong University of Science and Technology, and joined Tsinghua University in 2007. He has previously served as Vice Head of the Department of Industrial Engineering at Tsinghua University, Vice Dean of the Graduate School, and Vice Dean of Vanke School of Public Health. He has also served as the Chair of the Quality, Statistics, and Reliability (QSR) Section of INFORMS. Currently, he is a Department Editor of IISE Transactions, an Editorial Review Board member of Journal of Quality Technology, and an Associate Editor of INFORMS Journal on Data Science. He is a senior member of both IISE and ASQ.

His primary research focuses on Statistical Quality Control, Digital Quality Management, and Industrial Big Data Analytics. He has led key projects funded by the National Natural Science Foundation, and multiple industry-sponsored research initiatives. His work includes studies on Quality Science Methods for Intelligent Manufacturing Systems, Quality Improvement in Semiconductor Manufacturing, and Quality Management System Development for Enterprises.

For more information, please visit his personal homepage at http://www2.ie.tsinghua.edu.cn/kbwang/

Educational Background

2002 - 2006: Ph.D. in Industrial Engineering and Engineering Management, Hong Kong University of Science and Technology, Hong Kong

1999 - 2002: Master in Mecha-tronics, Xi'an Jiaotong University, Xi'an

1994 - 1999: Bachelor in Mecha-tronics, Xi'an Jiaotong University, Xi'an

Employment History

2016-present Professor, Department of Industrial Engineering, Tsinghua University

2010-2015 Associate Professor, Department of Industrial Engineering, Tsinghua University

2007-2009 Assistant Professor, Department of Industrial Engineering, Tsinghua University

2006-2007 Research Associate, Hong Kong University of Science and Technology

Courses

Design and Analysis of Experiments

Applied Statistics

Advanced Quality Engineering

Quantitative Analysis Methods in Engineering Management

Research Interests

Dr. Wang Kaibo's primary research focuses include Statistical Quality Control, Digital Quality Management, and Industrial Big Data Analytics. His specific areas of interest and research topics are:

Quality Improvement of Complex Products and Systems
Development of Digital and Intelligent Quality Management Systems
Digital Transformation of Enterprise Quality Management

Publications

Dr. Wang has publications on Journal of Quality Technology, IISE Transactions, etc. For a complete list of his works, please refer to http://www2.ie.tsinghua.edu.cn/kbwang/

Hao Wu, Qiao Liang, and Kaibo Wang(2023) "Modeling and Monitoring Multilayer Attributed Weighted Directed Networks via a Generative Model", IISE Transactions, 56(8), 902–914.
Jun Xu, Jie Zhou, Xiaofang Huang, and Kaibo Wang (2024) "Change Point Detection of Multimode Processes Considering Both Mode Transitions and Parameter Changes", IISE Transactions, 56(12), 1263-1278.
Dengyu Li and Kaibo Wang (2023) "Multi-Node System Modeling and Monitoring with Extended Directed Graphical Models", Journal of Quality Technology, 56(1), 38–55.
Qiao Liang, Shyam Ranganathan, Kaibo Wang, & Xinwei Deng (2023) "JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction", Technometrics, 65(1), 57-69.
Peiyao Liu, Juan Du, Yangyang Zang, Chen Zhang & Kaibo Wang (2022) "In-profile monitoring for cluster-correlated data in advanced manufacturing system", Journal of Quality Technology, 55(2), 195–219.
Hang Dong, Kaibo Wang (2022) "Interaction Event Network Modeling based on Temporal Point Process", IISE Transactions, 54(7), 630-642.
Qiao Liang, Kaibo Wang (2022) "Ratings Meet Reviews in the Monitoring of Online Products and Services", Journal of Quality Technology. 54(2), 197-214.
Hang Dong, Nan Chen, Kaibo Wang (2020) "Modeling and Change Detection for Count-weighted Multi-layer Networks", Technometrics. 62:2, 184-195.
Hongyue Sun, Xinwei Deng, Kaibo Wang, Ran Jin(2016) "Logistic Regression for Crystal Growth Process Modeling through Hierarchical Nonnegative Garrote based Variable Selection", IIE Transactions. 28(8), 787-796.
Wang, X., Wu, Su., Wang, K., Deng, X., Liu, L., and Cai, Q. (2016) "A Spatial Calibration Model for Nanotube Film Quality Prediction", IEEE Transactions on Automation Science and Engineering, 13(2), 903-917.
Zhang, L., Wang, K. and Chen, N. (2016) "Monitoring Wafer Geometric Quality using Additive Gaussian Processes", IIE Transactions, 48(1), 1-15.
Wang, X., Wu, S., and Wang, K. (2015) "A Run-to-Run Profile Control Algorithm for Improving the Flatness of Nano-Scale Products", IEEE Transactions on Automation Science and Engineering, 12(1), 192-203.
He, F., Xie, H. and Wang, K. (2015) "Optimal Setup Adjustment and Control of a Process under ARMA Disturbances", IIE Transactions, 47(3), 230-244.
Wang, A., Wang, K. and Tsung, F. (2014) "Statistical Surface Monitoring by Spatial-Structure Modeling", Journal of Quality Technology, 46(4), 359–376.
Han, K. and Wang, K. (2013) "Coordination and Control of Batch-based Multistage Processes", Journal of Manufacturing Systems, 32: 372-381.
Wang, K. and Han, K. (2013) "A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing", IIE Transactions, 45(6): 658-669.
Li, B., Wang, K. and Yeh, A. (2013), "Monitoring the Covariance Matrix via Penalized Likelihood Estimation", IIE Transactions 45(2), 132-146.
Jiang, W., Wang, K. and Tsung, F. (2012). "A Variable-Selection-based Multivariate EWMA Chart for Process Monitoring and Diagnosis." Journal of Quality Technology 44(3), 209-230.
Lin J. and Wang, K. (2012). "A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations." IIE Transactions 44, 291-300.
Wang, K. and Jiang, W. (2009). "High-Dimensional Process Monitoring and Fault Isolation via Variable Selection." Journal of Quality Technology 41(3): 247-258.
He, F., Wang, K. and Jiang, W. (2009). "A General Harmonic Rule Controller for Run-to-Run Process Control." IEEE Transactions on Semiconductor Manufacturing 22(2): 232-244.
Wang, K. and Tsung, F. (2008). "An Adaptive T2 Chart for Monitoring Dynamic Systems." Journal of Quality Technology 40: 109-123.
Wang, K. and Tsung, F. (2007). "Run-to-Run Process Adjustment Using Categorical Observations." Journal of Quality Technology 39(4): 312-325.