Research Interests:
Quality Management, Industrial Statistics, and Statistical Data Mining
Education experience:
Sep 2002—July 2006 Hong Kong University of Science and Technology Industrial Engineering and Logistics Management Ph.D.
Sep 2006—Dec 2007 Tsinghua University Automation Master
Sep 2008—July 2012 Tsinghua University Automation Bachelor
Working experience:
Jan.2021--present Xi’an Jiaotong University Professor
Jan.2016- Jan.2021 Xi’an Jiaotong University Associate Professor
May 2013—Jan.2016 Xi’an Jiaotong University Assistant Professor
Sep 2012—July 2013 Hong Kong University of Science and Technology Postdocr
Honors and Awards:
1. IISE Transactions invited session paper at INFORMS Annual Meeting, Seattle, WA, 2019
2. IISE Transactions invited session discussion paper at INFORMS Annual Meeting, Phoenix, AZ, 2018
3. ISE (formerly Industrial Engineer) Magazine feature article, 2017
4. ISE (formerly Industrial Engineer) Magazine feature article, 2016
Teaching courses
undergraduate Engineering Economics
undergraduate Quality Management
undergraduate Orientation for freshmen
Master Modern Quality Management Theory and Application
Master Academic Writing and Paper Publication Training
professional degree Project Quality Management
professional degree Quality Management
professional degree Quality and safety engineering and control
professional degree Professional Enlish
Academic achievements:
1. Li, J., Zhou, Q., and Ding, D., Efficient Monitoring of Autocorrelated Poisson Counts. IISE Transactions, in press.
2. Xian, X., Li, J.*, and Liu, K., Causation-based Monitoring and Diagnosis for Multivariate Categorical Processes with Ordinal Information. IEEE Transactions on Automation Science and Engineering, 16(2), 886-897, 2019.
3. Xian, X., Archibald, R., Mayer, B., Liu, K., and Li, J., An Effective Online Data Monitoring and Saving Strategy for Large-Scale Climate Simulations. Quality Technology & Quantitative Management, 16(3), 330-346, 2019.
4. Fan, W., Zhou, Q., Li, J., and Zhu, Z., A Wavelet-based Statistical Approach for Monitoring and Diagnosis of Compound Faults with Application to Rolling Bearings. IEEE Transactions on Automation Science and Engineering, 15(4), 1563-1572, 2018.
5. Li, J.*, Xu, J., and Zhou, Q., Monitoring Serially Dependent Categorical Processes with Ordinal Information. IISE Transactions, 50(7), 596-605, 2018. (IISE Transactions invited session paper at INFORMS Annual Meeting)
6.Wang, K., Li, J.*, and Tsung, F., Adaptive Monitoring of Multimodal Data. Computers & Industrial Engineering, 125, 364-374, 2018.
7.Wang, K., Li, J.*, and Tsung, F., Registration-Free Monitoring of Multimode Near-Circular Shape Profiles. Quality and Reliability Engineering International, 34(4), 529-542, 2018.
8.Wang, R., Li, J.*, and Xue, L., Joint Monitoring of Mean and Dispersion of Count Data. Journal of Industrial and Production Engineering, 35(4), 269-276, 2018.
9.Ding, D., Xiang, D., and Li, J.*, Directional Monitoring of Categorical Processes with Serial Dependence. Computers & Industrial Engineering, 113, 502-511, 2017.
10.Li, J. and Zhou, Q., A General Approach for Monitoring Serially Dependent Categorical Processes. Journal of Quality Technology, 49(4), 365-379, 2017.
11.Li, J.*, Liu, K., and Xian, X., Causation-based Process Monitoring and Diagnosis for Multivariate Categorical Processes. IISE Transactions, 49(3), 332-343, 2017. (ISE Magazine feature article, IISE Transactions invited session discussion paper at INFORMS Annual Meeting)
12.Wang, J., Li, J., and Su, Q., Multivariate Ordinal Categorical Process Control based on Log-linear Modeling. Journal of Quality Technology, 49(2), 108-122, 2017.
13.Ding, D., Tsung, F., and Li, J.*, Ordinal Profile Monitoring with Random Explanatory Variables, International Journal of Production Research, 55(3), 736-749, 2017.
14.Ding, D., Tsung, F., and Li, J.*, Rank-based Process Control for Mixed-type Data. IIE Transactions, 48(7), 673-683, 2016. (ISE Magazine feature article)
15.Ding, D., Tsung, F., and Li, J.*, Directional Control Schemes for Processes with Mixed-type Data. International Journal of Production Research, 54(6), 1594-1609, 2016.
16.Li, J., Tsung, F., and Zou, C., Multivariate Binomial/Multinomial Control Chart. IIE Transactions, 46(5), 526-542, 2014. (Best Student Paper Finalist Award in the Quality, Statistics and Reliability Cluster at INFORMS Annual Meeting)
17.Li, J., Tsung, F., and Zou, C., A Simple Categorical Chart for Detecting Location Shifts with Ordinal Information. International Journal of Production Research, 52(2), 550-562, 2014.
Discipline-Based Research Projects:
1. 2018.01-2021.12 Research on real-time monitoring strategy of complex high-dimensional data flow, National Natural Science Foundation of China,ongoing, in charge.
2. 2016.06-2019.05 National Key RESEARCH and Development Plan "National Quality Foundation Generic Technology Research and Application" Key Special Project "Research on Key Technology Standards of Additive Manufacturing", 2016YFF0202004-01, in charge.
3. 2016.03-2018.02 Open Fund Project of State Key Laboratory of Mechanical Manufacturing System Engineering, SKLMS2016010, Monitoring of attributes and Quality Characteristics in service process, in charge
4. Jan 2015—Dec 2017, Statistical Surveillance for Various Types of Autocorrelated Data, National Science Foundation for Young Scholars of China, ongoing, in charge
5. 2017.01-2019.12 Statistical quality control of multi-mode shapes and contours, The National Natural Science Foundation of China for young scholars, 71602155, attending.
6. 2016.01-2019.12 Bullwhip effect of closed-loop Supply Chain and its Coordination Study, General project of national Natural Science Foundation of China, 71572138, attending
7. 2014.04-2014.08 Service Science and Management Innovation ,International (regional) Cooperation and Exchange Program of The National Natural Science Foundation of China, 71410307009, attending.