Fast Secure Aggregation for Privacy-Preserving Federated Learning. - Yanjun Liu 010; Xinyuan Qian 002; Hongwei Li 001; Meng Hao 001; Song Guo 001 (GLOBECOM, 2022)

CryptoFE: Practical and Privacy-Preserving Federated Learning via Functional Encryption. - Xinyuan Qian 002; Hongwei Li 001; Meng Hao 001; Shuai Yuan 009; Xilin Zhang; Song Guo 001 (GLOBECOM, 2022)

Toward Efficient and End-to-End Privacy-Preserving Distributed Gradient Boosting Decision Trees. - Shuai Yuan 009; Hongwei Li 001; Xinyuan Qian 002; Meng Hao 001; Yixiao Zhai; Xiaolong Cui (ICC, 2023)

ESA-FedGNN: Efficient secure aggregation for federated graph neural networks. - Yanjun Liu 010; Hongwei Li 001; Xinyuan Qian 002; Meng Hao 001 (Peer Peer Netw. Appl., 2023)

QPFFL: Advancing Federated Learning with Quantum-Resistance, Privacy, and Fairness. - Ran Zhang; Hongwei Li 001; Xinyuan Qian 002; Xiaoyuan Liu 002; Wenbo Jiang 001 (GLOBECOM, 2024)

An Efficient and Secure Privacy-Preserving Federated Learning Via Lattice-Based Functional Encryption. - Ran Zhang; Hongwei Li 001; Xinyuan Qian 002; Wenbo Jiang 001; Xilin Zhang (ICC, 2024)

SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. - Xinyuan Qian 002; Hongwei Li 001; Haoyong Wang; Guowen Xu; Shengmin Xu; Ju Ren 001 (ICDCS, 2024)

Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. - Xinyuan Qian 002; Hongwei Li 001; Guowen Xu; Haoyong Wang; Tianwei Zhang 004; Xianhao Chen; Yuguang Fang (INFOCOM, 2024)

OnePath: Efficient and Privacy-Preserving Decision Tree Inference in the Cloud. - Shuai Yuan 009; Hongwei Li 001; Xinyuan Qian 002; Wenbo Jiang 001; Guowen Xu (CoRR, 2024)

Decentralized Multi-Client Functional Encryption for Inner Product With Applications to Federated Learning. - Xinyuan Qian 002; Hongwei Li 001; Meng Hao 001; Guowen Xu; Haoyong Wang; Yuguang Fang (IEEE Trans. Dependable Secur. Comput., 2024)

Efficient and Privacy-Preserving Outsourcing of Gradient Boosting Decision Tree Inference. - Shuai Yuan 009; Hongwei Li 001; Xinyuan Qian 002; Meng Hao 001; Yixiao Zhai; Guowen Xu (IEEE Trans. Serv. Comput., 2024)

FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition. - Shuai Yuan 009; Guowen Xu; Hongwei Li 001; Rui Zhang 003; Xinyuan Qian 002; Wenbo Jiang 001; Hangcheng Cao; Qingchuan Zhao (CoRR, 2025)

CP-Guard: A Unified, Probability-Agnostic, and Adaptive Framework for Malicious Agent Detection and Defense in Multi-Agent Embodied Perception Systems. - Senkang Hu; Yihang Tao; Guowen Xu; Xinyuan Qian 002; Yiqin Deng; Xianhao Chen; Sam Tak-Wu Kwong; Yuguang Fang (CoRR, 2025)

GuardGrid: A Queriable and Privacy-Preserving Aggregation Scheme for Smart Grid via Function Encryption. - Pengfei Yu; Weicong Huang; Ran Zhang; Xinyuan Qian 002; Hongwei Li 001; Hanxiao Chen 001 (IEEE Internet Things J., 2025)