Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. - Momin Abbas; Quan Xiao; Lisha Chen; Pin-Yu Chen; Tianyi Chen (ICML, 2022)

A Nested Ensemble Method to Bilevel Machine Learning. - Lisha Chen; Momin Abbas; Tianyi Chen (ICASSP, 2023)

Enhancing In-context Learning via Linear Probe Calibration. - Momin Abbas; Yi Zhou 015; Parikshit Ram; Nathalie Baracaldo; Horst Samulowitz; Theodoros Salonidis; Tianyi Chen (AISTATS, 2024)

Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning. - Momin Abbas; Koushik Kar; Tianyi Chen (GLOBECOM, 2024)

Byzantine-Resilient Bilevel Federated Learning. - Momin Abbas; Yi Zhou 015; Nathalie Baracaldo; Horst Samulowitz; Parikshit Ram; Theodoros Salonidis (SAM, 2024)

Out-of-Distribution Detection using Synthetic Data Generation. - Momin Abbas; Muneeza Azmat; Raya Horesh; Mikhail Yurochkin (CoRR, 2025)

A Comprehensive Evaluation framework of Alignment Techniques for LLMs. - Muneeza Azmat; Momin Abbas; Maysa Malfiza Garcia de Macedo; Marcelo Carpinette Grave; Luan Soares de Souza; Tiago Machado; Rogério Abreu de Paula; Raya Horesh; Yixin Chen; Heloisa Caroline de Souza Pereira Candello; Rebecka Nordenlow; Aminat Adebiyi (CoRR, 2025)