MemDPT: Differential Privacy for Memory Efficient Language Models. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Yuwei Zhang; Chen Ma; Songhang Deng; Mengchen Fu; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (CoRR, 2024)

DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models. - Yanming Liu 003; Xinyue Peng; Yuwei Zhang; Xiaolan Ke; Songhang Deng; Jiannan Cao; Chen Ma; Mengchen Fu; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; et al. (AAAI, 2025)