Hengliang Wu

Trajectory-Aware Certified Decentralized Unlearning via SGD Stability

Decentralized Unlearning (DU) aims to remove the influence of specific clients from a collaboratively trained global model. However, existing methods suffer from strong reliance on static, problem-specific hyperparameters or restrictive convexity assumptions, limiting their general applicability. To…