The graph spectra and spectral moments of random graphs. - Naghmeh Ghanooni; Fajar Haifani; Marsha Kleinbauer (Discret. Appl. Math., 2019)

Generalization Bounds with Logarithmic Negative-Sample Dependence for Adversarial Contrastive Learning. - Naghmeh Ghanooni; Waleed Mustafa; Yunwen Lei; Anthony Widjaja Lin; Marius Kloft (Trans. Mach. Learn. Res., 2024)

Multi-level Supervised Contrastive Learning. - Naghmeh Ghanooni; Barbod Pajoum; Harshit Rawal; Sophie Fellenz; Vo Nguyen Le Duy; Marius Kloft (CoRR, 2025)