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Dr. Xu

Susu Xu
Assistant Professor

 
Address
2451 Computer Science
Department of Civil Engineering
Stony Brook University
Stony Brook, NY 11794-4424
 
 
Contact Information
Phone: (631) 632-2607

Education

  • Ph.D. in Advanced Infrastructure Systems, Carnegie Mellon University, Pittsburgh, 2019
  • M.S. in Machine Learning, Carnegie Mellon University, Pittsburgh, 2018
  • M.S. in Advanced Infrastructure Systems, Carnegie Mellon University, Pittsburgh, 2015
  • B.E. in Environmental Science and Engineering, Tsinghua University, Beijing, 2014

Professional Experience

  • Assistant Professor, Department of Civil Engineering, Stony Brook University, 2021 – 
  • Postdoctoral Researcher, Stanford University, CA, 2020-2021
  • Research Scientist, Qualcomm AI Research, CA, 2019-2020

Research Interests 

The foci of Dr. Xu’s research include mobile sensing, machine learning, urban computing, and smart infrastructure systems.  She develops and deploys crowdsensing systems, machine learning algorithms, and incentive mechanisms to help understand urban dynamics and enable a self-adaptive smart city. She is particularly interested in (1) developing tools to improve efficiency and fairness of urban crowdsensing networks; (2) developing collaborative and physics-informed machine learning algorithms for urban computing; (3) designing incentive mechanisms for efficient and resilient urban infrastructure systems. Target applications include spatio-temporal urban sensing and data mining (air pollution, traffic, noise), large-scale infrastructure monitoring (buildings, bridges, and railway tracks).