Xiaoyang Hou

According to our database, Xiaoyang Hou authored at least 23 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Property-driven Protein Inverse Folding With Multi-Objective Preference Alignment.

Xiaoyang Hou, Junqi Liu, Chence Shi, Xin Liu, Zhi Yang, Jian Tang

CoRR, March, 2026

GGFlow: A Graph Flow Matching Method with Efficient Optimal Transport.

Xiaoyang Hou, Tian Zhu, Milong Ren, Dongbo Bu, Xin Gao, Chunming Zhang, Shiwei Sun

Trans. Mach. Learn. Res., 2026

$\mathsf {CipherGPT}$CipherGPT: Secure Two-Party GPT Inference.

Xiaoyang Hou, Jian Liu, Jingyu Li, Yuhan Li, Jiawen Zhang, Wen-jie Lu, Cheng Hong, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2026

M&M: Secure Two-Party Machine Learning Through Modulus Conversion and Mixed-Mode Protocols.

Ye Dong, Wen-jie Lu, Xiaoyang Hou, Kang Yang, Jian Liu

IEEE Trans. Dependable Secur. Comput., 2026

ROTL: Faster Lookup Table Evaluation.

Xiaoyang Hou, Jian Liu, Jingyu Li, Jiawen Zhang, Kui Ren, Chun Chen

Proc. Priv. Enhancing Technol., 2026

Understanding Chinese University EFL Students' Mobile-Assisted Learning, Regional Differences and Academic Emotions.

Xiaoyang Hou, Xiaodong Zhang

Int. J. Interact. Mob. Technol., 2026

2025

Attributed Graph Clustering in Collaborative Settings.

Rui Zhang, Xiaoyang Hou, Zhihua Tian, Yan He, Enchao Gong, Jian Liu, Qingbiao Wu, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2025

A General Framework for CFAR Detection in PolSAR Imagery Based on Quadratic Statistics.

Ziyuan Yang, Liguo Liu, Xiaoyang Hou, Yinghui Quan, Xian Zhang, Tao Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

M&M: Secure Two-Party Machine Learning through Efficient Modulus Conversion and Mixed-Mode Protocols.

Ye Dong, Wen-jie Lu, Xiaoyang Hou, Kang Yang, Jian Liu

IACR Cryptol. ePrint Arch., 2025

Secure Transformer Inference Made Non-interactive.

Jiawen Zhang, Xinpeng Yang, Lipeng He, Kejia Chen, Wen-jie Lu, Yinghao Wang, Xiaoyang Hou, Jian Liu, Kui Ren, Xiaohu Yang

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

2024

A two-stage model for spatial downscaling of daily precipitation data.

Weihao Lei, Huawang Qin, Xiaoyang Hou, Haoran Chen

Vis. Comput., November, 2024

${\sf FederBoost}$: Private Federated Learning for GBDT.

Zhihua Tian, Rui Zhang, Xiaoyang Hou, Lingjuan Lyu, Tianyi Zhang, Jian Liu, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2024

Secure Transformer Inference Made Non-interactive.

Jiawen Zhang, Jian Liu, Xinpeng Yang, Yinghao Wang, Kejia Chen, Xiaoyang Hou, Kui Ren, Xiaohu Yang

IACR Cryptol. ePrint Arch., 2024

Faster Lookup Table Evaluation with Application to Secure LLM Inference.

Xiaoyang Hou, Jian Liu, Jingyu Li, Jiawen Zhang, Kui Ren

IACR Cryptol. ePrint Arch., 2024

Improving Molecular Graph Generation with Flow Matching and Optimal Transport.

Xiaoyang Hou, Tian Zhu, Milong Ren, Dongbo Bu, Xin Gao, Chunming Zhang, Shiwei Sun

CoRR, 2024

DMSS: An Attention-Based Deep Learning Model for High-Quality Mass Spectrometry Prediction.

Yihui Ren, Yu Wang, Wenkai Han, Yikang Huang, Xiaoyang Hou, Chunming Zhang, Dongbo Bu, Xin Gao, Shiwei Sun

Big Data Min. Anal., 2024

PrivRE: Regular Expression Matching for Encrypted Packet Inspection.

Xiaoyang Hou, Jian Liu, Tianyu Tu, Rui Zhang, Kui Ren

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 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

Proceedings of the 17th International Congress on Image and Signal Processing, 2024

Impact of Ionospheric Phase Perturbation on Sea Clutter Spectrum in the Sky-Surface Wave Passive Radar.

Tao Ying, Shuaiqi Wang, Cheng Zhou, Xiaoyang Hou

Proceedings of the 17th International Congress on Image and Signal Processing, 2024

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., October, 2023

CipherGPT: Secure Two-Party GPT Inference.

Xiaoyang Hou, Jian Liu, Jingyu Li, Yuhan Li, Wen-jie Lu, Cheng Hong, Kui Ren

IACR Cryptol. ePrint Arch., 2023

2021

Use of Digital Radio Mondiale Broadcasting Signal as an Illuminator of Opportunity for Passive Detection.

Tao Ying, Weilong Kang, Xiaoyang Hou

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

FederBoost: Private Federated Learning for GBDT.

Zhihua Tian, Rui Zhang, Xiaoyang Hou, Jian Liu, Kui Ren

CoRR, 2020