Publications

Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data. TMLR, 2026.
Flotilla: A Scalable, Modular and Resilient Federated Learning Framework for Heterogeneous Resources. JPDC, 2025.
A Personalized Federated Hypernetworks Based Aggregation Approach for Intrusion Detection Systems. Scientific Reports, 2025.
FedCure: A Heterogeneity-Aware Personalized Federated Learning Framework for Intelligent Healthcare in IoMT. IEEE Access, 2024.