FedFair3: Unlocking Threefold Fairness in Federated Learning. - Simin Javaherian; Sanjeev Panta; Shelby Williams; Md Sirajul Islam; Li Chen 019 (ICC, 2024)

FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. - Md Sirajul Islam; Simin Javaherian; Fei Xu; Xu Yuan 001; Li Chen 019; Nian-Feng Tzeng (ICPP, 2024)

FedClust: Optimizing Federated Learning on Non-IID Data Through Weight-Driven Client Clustering. - Md Sirajul Islam; Simin Javaherian; Fei Xu; Xu Yuan 001; Li Chen 019; Nian-Feng Tzeng (IPDPS (Workshops), 2024)

FedFair^3: Unlocking Threefold Fairness in Federated Learning. - Simin Javaherian; Sanjeev Panta; Shelby Williams; Md Sirajul Islam; Li Chen 019 (CoRR, 2024)

Skin Cancer Images Classification using Transfer Learning Techniques. - Md Sirajul Islam; Sanjeev Panta (CoRR, 2024)

SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning Through Adaptive Aggregation and Selective Training. - Md Sirajul Islam; Sanjeev Panta; Fei Xu; Xu Yuan 001; Li Chen 019; Nian-Feng Tzeng (IPDPS, 2025)