Efficient Mixed-Protocol Secure Four-Party Computation with Private Robustness. - Zoe Lin Jiang; Songjiang Shi; Hongxiao Wang; Peng Yang 016; Xuan Wang 002; Yulin Wu 001; Yantao Zhong; Yan Jia 001 (ICDIS, 2022)

Securer and Faster Privacy-Preserving Distributed Machine Learning. - Hongxiao Wang; Zoe Lin Jiang; Yanmin Zhao; Siu-Ming Yiu; Peng Yang 016; Zejiu Tan; Bohan Jin; Shiyuan Xu; Shimin Pan (CoRR, 2022)

SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning Based on MKTFHE. - Hongxiao Wang; Zoe L. Jiang; Yanmin Zhao; Siu-Ming Yiu; Peng Yang 016; Man Chen; Zejiu Tan; Bohan Jin (MobiSec, 2023)

FssNN: Communication-Efficient Secure Neural Network Training via Function Secret Sharing. - Peng Yang 016; Zoe Lin Jiang; Shiqi Gao; Jiehang Zhuang; Hongxiao Wang; Junbin Fang; Siu-Ming Yiu; Yulin Wu 001 (IACR Cryptol. ePrint Arch., 2023)

Communication-Efficient Secure Neural Network via Key-Reduced Distributed Comparison Function. - Peng Yang 016; Zoe Lin Jiang; Shiqi Gao; Hongxiao Wang; Jun Zhou 018; Yangyiye Jin; Siu-Ming Yiu; Junbin Fang (ProvSec (2), 2024)

FSSiBNN: FSS-based Secure Binarized Neural Network Inference with Free Bitwidth Conversion. - Peng Yang 016; Zoe Lin Jiang; Jiehang Zhuang; Junbin Fang; Siu Ming Yiu; Xuan Wang 002 (IACR Cryptol. ePrint Arch., 2024)

Highly Efficient Actively Secure Two-Party Computation with One-Bit Advantage Bound. - Yi Liu 053; Junzuo Lai; Peng Yang 016; Anjia Yang; Qi Wang 012; Siu-Ming Yiu; Jian Weng 001 (IACR Cryptol. ePrint Arch., 2025)

Beyond the Time Domain: Recent Advances on Frequency Transforms in Time Series Analysis. - Qianru Zhang; Peng Yang 016; Honggang Wen; Xinzhu Li; Haixin Wang 003; Fang Sun; Zezheng Song; Zhichen Lai; Rui Ma; Ruihua Han; Tailin Wu; Siu-Ming Yiu; et al. (CoRR, 2025)

A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security. - Qianru Zhang; Peng Yang 016; Junliang Yu; Haixin Wang 003; Xingwei He 003; Siu-Ming Yiu; Hongzhi Yin (IEEE Trans. Knowl. Data Eng., 2025)