# and * indicate student authors and faculty authors, respectively.
ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks
In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL main), 2025
Yu Lin, Ruining Yang, Yunlong Mao*, Qizhi Zhang, Jue Hong, Quanwei Cai, Ye Wu, Huiqi Liu, Zhiyu Chen, Bing Duan and Sheng Zhong*
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
In Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025
Xicong Shen, Yang Liu, Yi Liu, Peiran Wang, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang#, Yunlong Mao*, Ye Wu, and Sheng Zhong*
LT-OAQ: Learnable Threshold Based Outlier-aware Quantization And Its Energy-efficient Accelerator For Low-precision On-chip Training
In Design, Automation and Test in Europe Conference (DATE), 2025
Qinkai Xu#, Yijin Liu, Yuan Meng, Yang Chen, Yunlong Mao*, Li Li*, and Yuxiang Fu*