FederBoost: Private Federated Learning for GBDT. - Zhihua Tian; Rui Zhang; Xiaoyang Hou; Jian Liu 012; Kui Ren 001 (CoRR, 2020)

Use of Digital Radio Mondiale Broadcasting Signal as an Illuminator of Opportunity for Passive Detection. - Tao Ying; Weilong Kang; Xiaoyang Hou (CISP-BMEI, 2021)

CipherGPT: Secure Two-Party GPT Inference. - Xiaoyang Hou; Jian Liu 012; Jingyu Li; Yuhan Li; Wen-jie Lu; Cheng Hong 001; Kui Ren 001 (IACR Cryptol. ePrint Arch., 2023)

EMNGly: predicting N-linked glycosylation sites using the language models for feature extraction. - Xiaoyang Hou; Yu Wang; Dongbo Bu; Yaojun Wang; Shiwei Sun (Bioinform., 2023)

Impact of Ionospheric Phase Perturbation on Sea Clutter Spectrum in the Sky-Surface Wave Passive Radar. - Tao Ying; Shuaiqi Wang; Cheng Zhou; Xiaoyang Hou (CISP-BMEI, 2024)

Analysis of the Influence of Noise in Reference Signal on the Performance of Non-Cooperative Passive Detection. - Tao Ying; Ruoyu Zhang; Cheng Zhou; Xiaoyang Hou (CISP-BMEI, 2024)

PrivRE: Regular Expression Matching for Encrypted Packet Inspection. - Xiaoyang Hou; Jian Liu 012; Tianyu Tu; Rui Zhang; Kui Ren 001 (ICDCS, 2024)

DMSS: An Attention-Based Deep Learning Model for High-Quality Mass Spectrometry Prediction. - Yihui Ren 004; Yu Wang 225; Wenkai Han; Yikang Huang; Xiaoyang Hou; Chunming Zhang; Dongbo Bu; Xin Gao 001; Shiwei Sun (Big Data Min. Anal., 2024)

Improving Molecular Graph Generation with Flow Matching and Optimal Transport. - Xiaoyang Hou; Tian Zhu; Milong Ren; Dongbo Bu; Xin Gao 001; Chunming Zhang; Shiwei Sun (CoRR, 2024)

Attributed Graph Clustering in Collaborative Settings. - Rui Zhang; Xiaoyang Hou; Zhihua Tian; Yan He; Enchao Gong; Jian Liu 012; Qingbiao Wu; Kui Ren 001 (CoRR, 2024)

Faster Lookup Table Evaluation with Application to Secure LLM Inference. - Xiaoyang Hou; Jian Liu 012; Jingyu Li; Jiawen Zhang; Kui Ren 001 (IACR Cryptol. ePrint Arch., 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)

${ sf FederBoost}$: Private Federated Learning for GBDT. - Zhihua Tian; Rui Zhang 118; Xiaoyang Hou; Lingjuan Lyu; Tianyi Zhang; Jian Liu 012; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2024)

A two-stage model for spatial downscaling of daily precipitation data. - Weihao Lei; Huawang Qin; Xiaoyang Hou; Haoran Chen (Vis. Comput., 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)

A General Framework for CFAR Detection in PolSAR Imagery Based on Quadratic Statistics. - Ziyuan Yang 002; Liguo Liu; Xiaoyang Hou; Yinghui Quan; Xian Zhang; Tao Liu 025 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Attributed Graph Clustering in Collaborative Settings. - Rui Zhang 118; Xiaoyang Hou; Zhihua Tian; Yan He; Enchao Gong; Jian Liu 012; Qingbiao Wu; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2025)