Two-Stage Estimation for Seemingly Unrelated Nonparametric Regression Models. - Jinhong You; Shangyu Xie; Yong Zhou (J. Syst. Sci. Complex., 2007)

Quantile regression methods with varying-coefficient models for censored data. - Shangyu Xie; Alan T. K. Wan; Yong Zhou (Comput. Stat. Data Anal., 2015)

Privacy Preserving and Collusion Resistant Energy Sharing. - Yuan Hong 001; Han Wang 021; Shangyu Xie; Bingyu Liu (ICASSP, 2018)

A Privacy Preserving Multiagent System for Load Balancing in the Smart Grid. - Shangyu Xie; Yuan Hong 001; Peng-Jun Wan (AAMAS, 2019)

Homogeneous and Mixed Energy Communities Discovery with Spatial-Temporal Net Energy. - Shangyu Xie; Han Wang 021; Shengbin Wang; Haibing Lu; Yuan Hong 001; Dong Jin; Qi Liu (CoRR, 2019)

VideoDP: A Universal Platform for Video Analytics with Differential Privacy. - Han Wang 021; Shangyu Xie; Yuan Hong 001 (CoRR, 2019)

PANDA: Privacy-Aware Double Auction for Divisible Resources without a Mediator. - Bingyu Liu; Shangyu Xie; Yuan Hong 001 (AAMAS, 2020)

R2DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions. - Meisam Mohammady; Shangyu Xie; Yuan Hong 001; Mengyuan Zhang 001; Lingyu Wang 001; Makan Pourzandi; Mourad Debbabi (CCS, 2020)

Privacy Preserving Distributed Energy Trading. - Shangyu Xie; Han Wang 021; Yuan Hong 001; My Thai (ICDCS, 2020)

R2DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions. - Meisam Mohammady; Shangyu Xie; Yuan Hong 001; Mengyuan Zhang 001; Lingyu Wang 001; Makan Pourzandi; Mourad Debbabi (CoRR, 2020)

VideoDP: A Flexible Platform for Video Analytics with Differential Privacy. - Han Wang 021; Shangyu Xie; Yuan Hong 001 (Proc. Priv. Enhancing Technol., 2020)

Pairing: Privately Balancing Multiparty Real-Time Supply and Demand on the Power Grid. - Shangyu Xie; Yuan Hong 001; Peng-Jun Wan (IEEE Trans. Inf. Forensics Secur., 2020)

Reconstruction Attack on Instance Encoding for Language Understanding. - Shangyu Xie; Yuan Hong 001 (EMNLP (1), 2021)

Privacy-Preserving Cloud-Based DNN Inference. - Shangyu Xie; Bingyu Liu; Yuan Hong 001 (ICASSP, 2021)

Privacy preserving divisible double auction with a hybridized TEE-blockchain system. - Bingyu Liu; Shangyu Xie; Yuanzhou Yang; Rujia Wang; Yuan Hong 001 (Cybersecur., 2021)

VTDP: Privately Sanitizing Fine-Grained Vehicle Trajectory Data With Boosted Utility. - Bingyu Liu; Shangyu Xie; Han Wang 021; Yuan Hong 001; Xuegang Ban; Meisam Mohammady (IEEE Trans. Dependable Secur. Comput., 2021)

A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (Extended Abstract). - Shangyu Xie; Meisam Mohammady; Han Wang 021; Lingyu Wang 001; Jaideep Vaidya; Yuan Hong 001 (ICDE, 2022)

Differentially Private Instance Encoding against Privacy Attacks. - Shangyu Xie; Yuan Hong 001 (NAACL-HLT (Student Research Workshop), 2022)

Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems. - Shangyu Xie; Han Wang 021; Yu Kong 001; Yuan Hong 001 (SP, 2022)

On Fair Classification with Mostly Private Sensitive Attributes. - Canyu Chen; Yueqing Liang; Xiongxiao Xu; Shangyu Xie; Yuan Hong 001; Kai Shu (CoRR, 2022)

Label Inference Attack against Split Learning under Regression Setting. - Shangyu Xie; Xin Yang 017; Yuanshun Yao; Tianyi Liu; Taiqing Wang; Jiankai Sun (CoRR, 2023)

Does Prompt-Tuning Language Model Ensure Privacy? - Shangyu Xie; Wei Dai 007; Esha Ghosh; Sambuddha Roy; Dan Schwartz; Kim Laine (CoRR, 2023)

Stealthy 3D Poisoning Attack on Video Recognition Models. - Shangyu Xie; Yan Yan 002; Yuan Hong 001 (IEEE Trans. Dependable Secur. Comput., 2023)

A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing. - Shangyu Xie; Meisam Mohammady; Han Wang 021; Lingyu Wang 001; Jaideep Vaidya; Yuan Hong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Bidirectional Image-Event Guided Low-Light Image Enhancement. - Zhanwen Liu; Huanna Song; Yang Wang 015; Nan Yang; Shangyu Xie; Yisheng An; Xiangmo Zhao (CoRR, 2025)