Mohammad Munzurul Islam

According to our database, Mohammad Munzurul Islam authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Resource-Aware ECG Classification with Heterogeneous Models in Federated Learning.

Mohammad Munzurul Islam, Mohammed Alawad

Future Internet, 2025

2024

Efficient Federated Learning Through Distributed Model Pruning.

Mohammad Munzurul Islam, Mohammed Alawad

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

Sparsifying Graph Neural Networks with Compressive Sensing.

Mohammed Alawad, Mohammad Munzurul Islam

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

Node Selection in Federated Learning Using Sparsity Regularization and Compressive Sensing.

Mohammad Munzurul Islam, Mohammed Alawad

Proceedings of the International Conference on Machine Learning and Applications, 2023

Stochastically Pruning Large Language Models Using Sparsity Regularization and Compressive Sensing.

Mohammad Munzurul Islam, Mohammed Alawad

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023