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DistillVFL: A Knowledge Distillation-enhanced Vertical Federated Learning framework for scalable cross-silo collaboration

Bashair Alrashed, Priyadarsi Nanda, Dinh Thai Hoang, Osama Mohammed Dighriri, Amani Aldahiri, Saleh Alqahtani, Raddad Faqihi, Nojood Alghamdi. DistillVFL: A Knowledge Distillation-enhanced Vertical Federated Learning framework for scalable cross-silo collaboration. Future Generation Comp. Syst., 185:108669, 2026. [doi]

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