Bridging Reasoning to Learning: Unmasking Illusions using Complexity Out of Distribution Generalization. - Mohammad Mahdi Samiei Paqaleh; Arash Mari Oriyad; Arman Tahmasebi-Zadeh; Mohamadreza Fereydooni; Mahdi Ghaznavai; Mahdieh Soleymani Baghshah (CoRR, 2025)