Towards Privacy-Guaranteed Label Unlearning in Vertical Federated Learning: Few-Shot Forgetting Without Disclosure - Gu, Hanlin; Tae, Hong Xi; Fan, Lixin; Chan, Chee Seng (International Conference on Learning Representations, 2026)