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Jing Li

Assoc Professor
Faculty, TEMPE Campus, Mailcode 8809
Biography

Jing Li is an associate professor of industrial engineering in the School of Computing, Informatics, and Decision Systems Engineering in the Ira A. Fulton Schools of Engineering at Arizona State University. She is also co-founder for the ASU-Mayo Center for Innovative Imaging. Her research develops statistical models and machine learning algorithms to tackle the data science challenges rising from health and engineering domains. Her specific areas of expertise in statistics and machine learning include transfer learning, multitask learning, sparse models, graphical models, and data and model fusion. She has been conducting research at the interface between data science and health and medicine to tackle imaging, genomics and other clinical datasets to provide solutions to diagnosis, subtyping, prognosis, telemonitoring and radiogenomics for a number of neurological diseases (migraine, traumatic brain injury, Alzheimer's disease, Parkinson's disease) and cancer (glioblastoma, breast, prostate, lung). Her research is sponsored by NIH, NSF, DOD, Arizona State, and Mayo Clinic. She is a National Science Founcation (NSF) CAREER Awardee. 

Li is a former chair for the Data Mining Subdivision of INFORMS. She is currently the editor-in-chief for Quality Technology and Quantitative Management, an associate editor for IISE Transactions on Healthcare Systems Engineering, and on the editorial board of Journal of Quality Technology. 

Education
  • Ph.D. Industrial and Operations Engineering, University of Michigan
  • M.A. Statistics, University of Michigan
  • B.S. Tsinghua University, China
Research Interests

Methodological development

  • Transfer learning
  • Sparse learning
  • Multi-modality data integration
  • Model fusion
  • Graphical/network models

Application areas

  • Health care data analytics
  • Health systems informatics
  • Process data mining for manufacturing quality improvement
  • Monitoring and anomaly detection in communication networks
Spring 2019
Course NumberCourse Title
IEE 474Quality Control
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 584Internship
STP 593Applied Project
IEE 599Thesis
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2018
Course NumberCourse Title
IEE 474Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2018
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
IEE 795Continuing Registration
IEE 799Dissertation
Spring 2018
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 580Practicum
STP 593Applied Project
IEE 599Thesis
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2017
Course NumberCourse Title
IEE 474Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2017
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
IEE 795Continuing Registration
Spring 2017
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 578Regression Analysis
IEE 580Practicum
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2016
Course NumberCourse Title
IEE 474Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2016
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
Spring 2016
Course NumberCourse Title
IEE 474Quality Control
IEE 570Advanced Quality Control
IEE 580Practicum
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2015
Course NumberCourse Title
IEE 210Intro Industrial Engineering
IEE 474Quality Control
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2015
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
Spring 2015
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 590Reading and Conference
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2014
Course NumberCourse Title
IEE 474Quality Control
IEE 492Honors Directed Study
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2014
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
IEE 792Research
IEE 795Continuing Registration
Honors / Awards
  • Mayo Clinic-ASU Alliance Fellow, 2017
  • Harold Wolff-John Graham Award (Best Paper) by the American Academy of Neurology, 2016
  • Harold G. Wolff Lecture Award (Best Paper) by the American Headache Society, 2015
  • IISE Transactions Best Paper Award, 2014
  • Outstanding Junior Faculty Award, School of Computing, Informatics and Decision Systems Engineering, ASU, 2013
  • NSF CAREER Award, 2012
  • Best Paper Award from Industrial Engineering Research Conference, 2008
  • Distinguished Academic Achievement Award, University of Michigan, 2007
  • Best Paper Award from Industrial Engineering Research Conference, 2006
  • Rackham Predoctoral Fellowship, University of Michigan, 2006~2007
  • Barbour Scholarship for Women Students, University of Michigan, 2006~2007

 

Editorships
  • Editor-in-Chief, Quality Technology & Quantitative Management, 2016-present
  • Editorial Board, Journal of Quality Technology, 2014-prsent
  • Associate Editor, IISE Transactions on Healthcare Systems Engineering, 2014-present
Professional Associations
  • Practice & Analytics Chair, INFORMS Annual Conference 2018
  • Invited Judge for IISE Transactions Best Paper Award for Focus Issue Quality and Reliability Engineering (multiple years)
  • Invited Judge for INFORMS/QSR Referred Research Best Paper Award, for INFORMS/QSR Best Student Paper Award, INFORMS/DM Best Student Paper Award, ISERC/QCRE Best Student Paper Award (continuous years)
  • Chair, INFORMS Subdivision on Data Mining, 2011-2012