Md Sirajul Islam

According to our database, Md Sirajul Islam authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning Through Adaptive Aggregation and Selective Training.

Md Sirajul Islam, Sanjeev Panta, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2025

2024

Skin Cancer Images Classification using Transfer Learning Techniques.

Md Sirajul Islam, Sanjeev Panta

CoRR, 2024

FedFair^3: Unlocking Threefold Fairness in Federated Learning.

Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen

CoRR, 2024

FedClust: Optimizing Federated Learning on Non-IID Data Through Weight-Driven Client Clustering.

Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering.

Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng

Proceedings of the 53rd International Conference on Parallel Processing, 2024

FedFair³: Unlocking Threefold Fairness in Federated Learning.

Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen

Proceedings of the IEEE International Conference on Communications, 2024