COM3-B1-24
660 16657

AI Xin

Lecturer (Educator Track)

  • Ph.D. (National University of Singapore, Singapore)
  • B.Eng. (Xidian University, Xi'an, China)

Dr. Ai Xin is currently a Lecturer with the School of Computing at the National University of Singapore (NUS). She has many years of experience teaching Artificial Intelligence and Data Science courses such as machine learning, deep learning, and data mining, etc. She graduated from NUS with a PhD degree in Electrical and Computer Engineering. Her research focuses on Game Theoretical Modelling, Optimization Methods, Algorithm Design and Wireless Networks. She worked in BHP Billiton Marketing Asia for eight years and gained plenty of industry experience through different functions, e.g. risk management, supply chain management, sales and marketing planning and etc.

RESEARCH AREAS

RESEARCH INTERESTS

  • Multi-Agent Systems & Algorithmic Game Theory

  • Machine Learning and Deep Learning

  • Data Mining

RESEARCH PROJECTS

RESEARCH GROUPS

TEACHING INNOVATIONS

SELECTED PUBLICATIONS

  • Xin Ai, Vikram Srinivasan, Chen-Khong Tham, “Wi-Sh: A Simple, Robust Credit Based Wi-Fi Community Network”, in proceedings of IEEE INFOCOM 2009
  • Xin Ai, Vikram Srinivasan, Chen-Khong Tham, “Optimality and Complexity of Pure Nash Equilibria in the Coverage Game ”, IEEE JSAC (Journal on Selected Areas in Communications), Special Issue on Game Theory in Communication Systems, Vol. 26, No. 7, Sep.2008
  • Xin Ai, Vikram Srinivasan, Chen-Khong Tham, "DRACo: Distributed, Robust and Asynchronous Coverage in Wireless Sensor Networks", in Proceedings of IEEE SECON 2007

AWARDS & HONOURS

MODULES TAUGHT

CS5242
Neural Networks and Deep Learning
CS5425
Big Data Systems for Data Science