SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning. - Junming Ma; Yancheng Zheng; Jun Feng; Derun Zhao; Haoqi Wu; Wenjing Fang; Jin Tan; Chaofan Yu; Benyu Zhang; Lei Wang 152 (USENIX ATC, 2023)

PUMA: Secure Inference of LLaMA-7B in Five Minutes. - Ye Dong; Wen-jie Lu; Yancheng Zheng; Haoqi Wu; Derun Zhao; Jin Tan; Zhicong Huang; Cheng Hong 001; Tao Wei 002; Wenguang Chen (CoRR, 2023)

Ditto: Quantization-aware Secure Inference of Transformers upon MPC. - Haoqi Wu; Wenjing Fang; Yancheng Zheng; Junming Ma; Jin Tan; Lei Wang (ICML, 2024)

Nimbus: Secure and Efficient Two-Party Inference for Transformers. - Zhengyi Li 002; Kang Yang 002; Jin Tan; Wen-jie Lu; Haoqi Wu; Xiao Wang 012; Yu Yu 001; Derun Zhao; Yancheng Zheng; Minyi Guo; Jingwen Leng (NeurIPS, 2024)

Ditto: Quantization-aware Secure Inference of Transformers upon MPC. - Haoqi Wu; Wenjing Fang; Yancheng Zheng; Junming Ma; Jin Tan; Yinggui Wang; Lei Wang (CoRR, 2024)