Feifei Wang

Diversity-Aware Meta Visual Prompting

2023

We present Diversity-Aware Meta Visual Prompting (DAM-VP), an efficient and effective prompting method for transferring pre-trained models to downstream tasks with frozen backbone. A challenging issue in visual prompting is that image datasets sometimes have …

Privacy Protection and Statistical Efficiency Trade-Off for Federated Learning

2025 · INFORMS journal on computing

Federated learning is a novel framework for distributed learning, which aims to break isolated data islands, as well as protect data privacy. To further prevent privacy leakage by specially crafted attacks, differential privacy is often …