UC Secure Private Branching Program and Decision Tree Evaluation. - Keyu Ji; Bingsheng Zhang; Tianpei Lu; Lichun Li; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2023)

Multi-Party Private Function Evaluation for RAM. - Keyu Ji; Bingsheng Zhang; Tianpei Lu; Kui Ren 001 (IEEE Trans. Inf. Forensics Secur., 2023)

The Communication-Friendly Privacy-Preserving Machine Learning against Malicious Adversaries. - Tianpei Lu; Bingsheng Zhang; Lichun Li; Kui Ren 001 (CoRR, 2024)

Efficient 2PC for Constant Round Secure Equality Testing and Comparison. - Tianpei Lu; Xin Kang; Bingsheng Zhang; Zhuo Ma 001; Xiaoyuan Zhang; Yang Liu 118; Kui Ren 001 (IACR Cryptol. ePrint Arch., 2024)

A New PPML Paradigm for Quantized Models. - Tianpei Lu; Bingsheng Zhang; Xiaoyuan Zhang; Kui Ren 001 (IACR Cryptol. ePrint Arch., 2024)

PrivData Network: A Privacy-Preserving On-Chain Data Factory and Trading Market. - Tianpei Lu; Bingsheng Zhang; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2024)

On Probabilistic Truncation in Privacy-preserving Machine Learning. - Lijing Zhou; Bingsheng Zhang; Ziyu Wang; Tianpei Lu; Qingrui Song; Su Zhang; Hongrui Cui; Yu Yu 001 (AAAI, 2025)

CostSphere: A Cost Model-Driven Privacy-Preserving Machine Learning Framework with Network Context Adaptation. - Yuntian Chen; Zhanyong Tang; Tianpei Lu; Bingsheng Zhang; Zhiying Shi; Zhiyuan Ning (IACR Cryptol. ePrint Arch., 2025)

A New Paradigm for Privacy-Preserving Decision Tree Evaluation. - Tianpei Lu; Bingsheng Zhang; Hao Li; Kui Ren 001 (IACR Cryptol. ePrint Arch., 2025)

Accelerating Private Large Transformers Inference Through Fine-Grained Collaborative Computation. - Yuntian Chen; Zhanyong Tang; Tianpei Lu; Bingsheng Zhang; Zhiying Shi; Zheng Wang 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Privacy-Preserving Inference for Quantized BERT Models. - Tianpei Lu; Bingsheng Zhang; Lekun Peng; Bowen Zheng; Lichun Li; Kui Ren 001 (CoRR, 2025)