Graduate Minor, Computer Science and Engineering, 蘑菇tv, 2025
M.S., Mathematics, 蘑菇tv, 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, 蘑菇tv,
Spring 2025.
David Oxley Graduate Student Teaching Award, 蘑菇tv, Fall 2024.
Certificate of Teaching Excellence, 蘑菇tv, Fall 2023.
Ph.D. Qualifying Examination 鈥� Distinction, 蘑菇tv, Spring 2020.
Teaching Skills Enhancement Program Certificate, Center for Innovation in Teaching
and Learning, Memorial University of Newfoundland, Spring 2017.
This website uses cookies to ensure site visitors get the best experience on our website. By continuing to use this site, you accept our use of cookies and Privacy Statement. To learn more, please visit 蘑菇tv Privacy Statement.
