SPA: Towards A Computational Friendly Cloud-Base and On-Devices Collaboration Seq2seq Personalized Generation with Causal Inference. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Le Dai; Xingzu Liu; Ruilin Nong; Weihao Liu; Songhang Deng (PRICAI (2), 2024)

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)