Research Interests

​My true passion lies in the subject of information, learning, and intelligence, mostly driven by philosophical inquiries. However, similar to most philosophical questions that had arisen in the past and continue to stimulate the mind in the present, a true understanding is usually achieved by turning the field into a scientific discipline. I firmly believe in the use of rigorous methods and treatments, in accordance with the scientific method, to answer questions including those that are philosophical in essence. Not only does such an approach present significant insights into the subject, but it can often spawn important applications as well.


Selected Publications

  • Algorithmic Stability and Uniform Generalization
    I. Alabdulmohsin
    Neural Information Processing Systems (NIPS), Montreal, Canada , (2015)
  • Efficient Active Learning of Halfspaces via Query Synthesis.
    I. Alabdulmohsin, X. Gao, X. Zhang
    Association for the Advancement of Artificial Intelligence (AAAI), Austin, Texas..., (2015)
  • Support Vector Machines with Indefinite Kernels
    I. Alabdulmohsin, X. Gao, X. Zhang
    Asian Conference on Machine Learning (ACML), Vietnam, , (2014)
  • Adding Robustness to Support Vector Machines Against Adversarial Reverse Engineering.
    I. Alabdulmohsin, X. Gao, X. Zhang
    ACM International Conference on Information and Knowledge Management (CIKM), Sha..., (2014)
  • Interference in Wireless Ad Hoc Networks with Smart Antennas.
    I. Alabdulmohsin
    International Wireless Communications and Mobile Computing Conference (IWCMC), C..., (2014)
  • End-to-End Delay Analysis in Wireless Sensor Networks with Service Vacation.
    I. Alabdulmohsin, A. Hyadi, L. Afify, B. Shihada
    IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey,..., (2014)
  • Theorems and Methods on Partial Functional Iteration
    I. Alabdulmohsin
    World Congress on Engineering (WCE), London, , (2009)
  • Techniques and Algorithms for Access Control List Optimization
    I. Alabdulmohsin
    In Journal of Computers and Electrical Engineering 35(4), pp. 556-566, , (2008)

Education Profile

  • ​B.S. (Computer Engineering), University of Nebraska, Lincoln, 2005.
  • M.S. (Electrical Engineering), Stanford University, 2011.

Professional Profile

  • 2005-2009 Telecommunications Engineer, Dhahran, Saudi Aramco.
  • 2011-2012 Network Performance Engineer, Dhahran, Saudi Aramco.

Scientific and Professional Memberships

  • The Institute of Electrical and Electronics Engineers (IEEE)
  • The Society for Industrial and Applied Mathematics (SIAM)
  • Association for the Advancement of Artificial Intelligence (AAAI)

Awards

  • KAUST Provost Award, 2012.
  • The Saudi Arabian Oil Company - Operation Services Business Line Recognition Award for "distinguished academic achievements" (senior VP), 2012.
  • Recognition Award for "significant contributions to the success of the Communications Engineering Department, Information Technology, Saudi Aramco", 2009.
  • Recognition Award for "developing innovative solutions", Information Technology (VP), Saudi Aramco", 2007.
  • Graduation with Highest Distinction from the University of Nebraska, Lincoln, 2005.
  • Finalist, Windows Embedded Student ChallengE contest: reached the final round with 29 other teams in a Microsoft senior project contest that included over 270 participating teams from all over the world.
  • Superior Scholarship Award by the University of Nebraska, Lincoln, 2005.
  • Outstanding Mathematical Talent Award, College Preparatory Program (CPP) -Saudi Aramco, for being the only student who solved all mathematical challenges posed by the instructors throughout the 1-year program (1999).
  • Saudi Arabian regional awards (Eastern Region) for "superior academic excellence" throughout the years 1993-1999.
  • Prince Muhammed Ben Fahad Best Student Award in the Eastern Region - Saudi Arabia (ranked 1st), 1993.

KAUST Affiliations