Graduate Minor, Computer Science and Engineering, 蜜桃APP, 2025
M.S., Mathematics, 蜜桃APP, 2021
M.S., Mathematics, Memorial University of Newfoundland, 2018
CSC 3730: Machine Learning and Data Analytics
CSC 7333: Machine Learning
Machine Learning
Topological Deep Learning
Dynamical Systems
M. Hajij, M. Papillon, F. Frantzen, J. Agerberg, I. AlJabea, R. Ballester, C. Battiloro,
et al. 鈥淭opoX: A Suite of Python Packages for Machine Learning on Topological Domains.鈥�
Journal of Machine Learning Research (JMLR), 25(374):1鈥�8, 2024.
F. Frantzen, I. AlJabea, I. Henriques-Cadby, T. Papamarkou, M. Hajij, and M. T. Schaub.
鈥淭opoEmbedX: A General Framework for Representation Learning on Topological Domains.鈥�
Under review at ACM Transactions on Mathematical Software (TOMS).
G. Gaurav*, I. AlJabea*, T. Papamarkou, M. Elhamdadi, and M. Hajij. 鈥淭opoU-Net: A
U-Net Architecture for Topological Domains.鈥� Under review at NeurIPS 2026.
A. Banjara*, I. AlJabea*, T. Papamarkou, and F. Neubrander. 鈥淐oordinate-Wise Splitting
Algorithms for ODE Simulation via Koopman鈥揕ie Product Formulas.鈥� Under review at Journal of Applied Mathematics and Computing.
A. Avdalovic, J. Khoury, I. AlJabea, M. Hajij, and E. Bou-Harb. 鈥淏eyond Flat Models:
Preserving ICS Topology Using Combinatorial Complexes for Hierarchy-Aware Intrusion
Detection.鈥� Under review at IEEE Transactions on Network and Service Management.
N. Nader, I. AlJabea, P. Diehl, and D. Gupta. 鈥淕TBench: A Curriculum-Grounded Benchmark
for Evaluating LLMs as Mathematical Research Assistants in Graph Theory.鈥� Under review
at ACM Transactions on Management Information Systems (TMIS).
I. AlJabea and T. J. Baird. 鈥淐ohomology of GKM-Sheaves.鈥� Preprint, arXiv:1806.01761
University College Alumni Association Teaching Assistant Award, 蜜桃APP,
Spring 2025.
David Oxley Graduate Student Teaching Award, 蜜桃APP, Fall 2024.
Certificate of Teaching Excellence, 蜜桃APP, Fall 2023.
Ph.D. Qualifying Examination 鈥� Distinction, 蜜桃APP, Spring 2020.
Teaching Skills Enhancement Program Certificate, Center for Innovation in Teaching
and Learning, Memorial University of Newfoundland, Spring 2017.
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