SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models. - Jiawen Zhang; Kejia Chen 007; Zunlei Feng; Jian Lou 001; Mingli Song (ECAI, 2024)

Transformer Doctor: Diagnosing and Treating Vision Transformers. - Jiacong Hu; Hao Chen 041; Kejia Chen 007; Yang Gao 001; Jingwen Ye; Xingen Wang; Mingli Song; Zunlei Feng (NeurIPS, 2024)

Secure Transformer Inference Made Non-interactive. - Jiawen Zhang; Jian Liu 012; Xinpeng Yang; Yinghao Wang; Kejia Chen 007; Xiaoyang Hou; Kui Ren 001; Xiaohu Yang 001 (IACR Cryptol. ePrint Arch., 2024)

Secure Transformer Inference Made Non-interactive. - Jiawen Zhang; Xinpeng Yang; Lipeng He; Kejia Chen 007; Wen-jie Lu; Yinghao Wang; Xiaoyang Hou; Jian Liu 012; Kui Ren 001; Xiaohu Yang 001 (NDSS, 2025)

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense. - Jiawen Zhang; Kejia Chen 007; Lipeng He; Jian Lou 001; Dan Li; Zunlei Feng; Mingli Song; Jian Liu 012; Kui Ren 001; Xiaohu Yang 001 (CoRR, 2025)

SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models. - Jiawen Zhang; Kejia Chen 007; Zunlei Feng; Jian Lou 001; Mingli Song; Jian Liu 012; Xiaohu Yang 001 (CoRR, 2025)

SHAPE : Self-Improved Visual Preference Alignment by Iteratively Generating Holistic Winner. - Kejia Chen 007; Jiawen Zhang; Jiacong Hu; Jiazhen Yang; Jian Lou 001; Zunlei Feng; Mingli Song (CoRR, 2025)

Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models. - Kejia Chen 007; Jiawen Zhang; Jiacong Hu; Yu Wang 176; Jian Lou 001; Zunlei Feng; Mingli Song (CoRR, 2025)