Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature. - Khang Nguyen 002; Nong Minh Hieu; Vinh Duc Nguyen; Nhat Ho; Stanley J. Osher; Tan Minh Nguyen (ICML, 2023)

Generalization Analysis for Deep Contrastive Representation Learning. - Nong Minh Hieu; Antoine Ledent; Yunwen Lei; Cheng Yeaw Ku (AAAI, 2025)

Decoupling epistemic and aleatoric uncertainties with possibility theory. - Nong Minh Hieu; Jeremie Houssineau; Neil K. Chada; Emmanuel Delande (AISTATS, 2025)

Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings. - Nong Minh Hieu; Antoine Ledent (CoRR, 2025)