CV

General Information

Full Name Tao XU
Email xutao@nwpu.edu.cn
Address Northwestern Polytechnical University, School of Software

ACADEMIC POSITIONS

  • 2018 - now
    Assoiate Professor
    Northwestern Polytechnical University, School of Software
  • 2017 - 2018
    Visiting scholar
    Rensselaer Polytechnic Institute && Augusta Univ(USA),Center for Biotechnology and Interdisciplinary Research
  • 2015 - 2015
    Visiting Scientist
    National ICT Australia, Machine Learning Research Group
  • 2015 - 2018
    Lecturer
    Northwestern Polytechnical University, School of Software

Education

  • 2009 - 2013
    PhD. in Computer Science
    Ecole Centrale de Lyon (France)
    • Laboratoire d'InfoRmatique en Image et Systèmes d'information
  • 2006 - 2009
    M.E. in Software Engineering
    Xi’an Jiaotong University
    • Institution of Artificial Intelligence and Robotic
  • 2002 - 2006
    B.E. in Automation
    Xi’an Jiaotong University

RESEARCH INTERESTS

  • Ubiquitous Computing, signal processing, deep learning methods and their applications particularly in
    • Heath care in Ambient Intelligent including fall prediction and detection, activity recognition, abnormal detection, etc.
    • EEG data analysis and BCI design including emotion detection, confusion detection, etc.
    • MRI image processing including image encoding and reconstruction by deep learning.

GRANTS

  • Fund of National Natural Science Foundation of China (PI)
    Research of Stay-At-Home Elders Fall Prediction Based on Human Biomechanics Equilibrium and Skeleton Joints Data.
  • Open fund of State Key Laboratory (PI)
    Research on Key Techniques of Perception Abnormal Behavior of Elderly Based on Intelligent Home Robots.
  • Fund of National Natural Science Foundation of Shaanxi
    Research on non-contact multi-sensor fall prediction of the elderly based on the relationship between human posture estimation and balance

TEACHING EXPERIENCE

  • Deep Learning in Python
    Undergraduate Course
  • Cloud Computing
    Graduate Course