XiaoHua Feng

Bridging the Gap Between Preference Alignment and Machine Unlearning

Ensuring Life-long Forgetting in Sequential Unlearning via Source-free Optimization

From One to Many: Trajectory Invariant Learning for Multimodal Large Language Model Editing

A Neuro-inspired Interpretation of Unlearning in Large Language Models through Sample-level Unlearning Difficulty

FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning

Controllable Unlearning for Image-to-Image Generative Models via $\epsilon$-Constrained Optimization