Research Fellow

at  NTU Nanyang Technology University Main OfficeHR

The School of Electrical & Electronic Engineering invites applications for the position of Research Fellow.
The Research Fellow will work on a project to conduct the research on evaluating the stability and robustness of node embedding in machine learning, proposing methods for identifying some worst risks and proposing corresponding countermeasures.

JOB REQUIREMENTS:

• PhD in Computer Science, Electrical Engineering, System Engineering or related field
• At least 1-year research experience in related area after getting PhD degree
• Knowledge in robustness of machine learning and its applications.
• Good programming skills in machine learning area
• Good publication records
• Good verbal and written communication skills
• Independent and can work well with teammates
• Ability to adopt to changing priority
  We regret that only shortlisted candidates will be notified.
  Hiring Institution: NT

• Developing metrics and methods for evaluating the stability and robustness of node embedding in machine learning.
• Developing and verifying algorithms for identifying worst risks of node embedding under hostile attack.
• Proposing effective countermeasures that shall enhance robustness of node embedding.
• Contributing to developing a new framework for evaluating robustness of machine learning.
• Contributing to proposal writing to bid for larger research funds for further research.