Stochastically Pruning Large Language Models Using Sparsity Regularization and Compressive Sensing. - Mohammad Munzurul Islam; Mohammed Alawad (ACM Great Lakes Symposium on VLSI, 2023)

Node Selection in Federated Learning Using Sparsity Regularization and Compressive Sensing. - Mohammad Munzurul Islam; Mohammed Alawad (ICMLA, 2023)

Sparsifying Graph Neural Networks with Compressive Sensing. - Mohammed Alawad; Mohammad Munzurul Islam (ACM Great Lakes Symposium on VLSI, 2024)

Efficient Federated Learning Through Distributed Model Pruning. - Mohammad Munzurul Islam; Mohammed Alawad (ISVLSI, 2024)

Resource-Aware ECG Classification with Heterogeneous Models in Federated Learning. - Mohammad Munzurul Islam; Mohammed Alawad (Future Internet, 2025)