When More Parameters Hurt: Foundation Model Priors Amplify Worst-Client Disparity Under Extreme Federated Heterogeneity. - Kiran Naseer; Umar Shoaib (CoRR, 2026)

MedFL-Stress: A Systematic Robustness Evaluation of Federated Brain Tumor Segmentation under Cross-Hospital MRI Appearance Shift. - Kiran Naseer; Naveed Anwer Butt (CoRR, 2026)