Lei Wang

Unlearning Shapley: Data Valuation through Machine Unlearning

MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference

Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization

NESTLE: An Efficient and Robust Data Valuation Framework for Large Language Models

Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning