Pedestrian indoor navigation using foot-mounted IMU with multi-sensor data fusion. - Shengkai Liu; Ting-Li Su 001; Binbin Wang; Shiyu Peng; Xue-bo Jin 001; Yu-Ting Bai; Dou Chao (Int. J. Model. Identif. Control., 2018)

Dynamic Momentum for Deep Learning with Differential Privacy. - Guanbiao Lin; Hu Li; Yingying Zhang; Shiyu Peng; Yufeng Wang; Zhenxin Zhang; Jin Li (ML4CS (2), 2022)

Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks. - Yingying Zhang; Hongyang Yan; Guanbiao Lin; Shiyu Peng; Zhenxin Zhang; Yufeng Wang (SocialSec, 2022)

RTGW2020: An efficient implementation of the multi-orbital Gutzwiller method with general local interactions. - Shiyu Peng; Hongming Weng; Xi Dai (Comput. Phys. Commun., 2022)

Understanding adaptive gradient clipping in DP-SGD, empirically. - Guanbiao Lin; Hongyang Yan; Guang Kou; Teng Huang 001; Shiyu Peng; Yingying Zhang; Changyu Dong (Int. J. Intell. Syst., 2022)

KD-GAN: An effective membership inference attacks defence framework. - Zhenxin Zhang; Guanbiao Lin; Lishan Ke; Shiyu Peng; Li Hu; Hongyang Yan (Int. J. Intell. Syst., 2022)

Defending Against Membership Inference Attacks With High Utility by GAN. - Li Hu; Jin Li 002; Guanbiao Lin; Shiyu Peng; Zhenxin Zhang; Yingying Zhang; Changyu Dong (IEEE Trans. Dependable Secur. Comput., 2023)

FPGA-Based Acceleration of MCMC Algorithm through Self-Shrinking for Big Data. - Shuanglong Liu; Shiyu Peng; Wan Shen (DATE, 2025)

Using statistical analysis to explore the influencing factors of data imbalance for machine learning identification methods of human transcriptome m6A modification sites. - Mingxin Li; Rujun Li; Yichi Zhang; Shiyu Peng; Zhibin Lv (Comput. Biol. Chem., 2025)

PTSP-BERT: Predict the thermal stability of proteins using sequence-based bidirectional representations from transformer-embedded features. - Zhibin Lv; Mingxuan Wei; Hongdi Pei; Shiyu Peng; Mingxin Li; Liangzhen Jiang (Comput. Biol. Medicine, 2025)