Momin Abbas

According to our database, Momin Abbas authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, August, 2025

Out-of-Distribution Detection using Synthetic Data Generation.

Momin Abbas, Muneeza Azmat, Raya Horesh, Mikhail Yurochkin

CoRR, February, 2025

2024

Byzantine-Resilient Bilevel Federated Learning.

Momin Abbas, Yi Zhou, Nathalie Baracaldo, Horst Samulowitz, Parikshit Ram, Theodoros Salonidis

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning.

Momin Abbas, Koushik Kar, Tianyi Chen

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Enhancing In-context Learning via Linear Probe Calibration.

Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

A Nested Ensemble Method to Bilevel Machine Learning.

Lisha Chen, Momin Abbas, Tianyi Chen

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning.

Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen

Proceedings of the International Conference on Machine Learning, 2022