Shiyu Peng

12 papers A 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
CAFCL: Class-aware flow-based contrastive learning for out-of-distribution detection.
Pattern Recognit.
Shiyu Peng, Jingzhu Li, Mingtao Wei, Shuai Yan, Gensheng Pei, Yazhou Yao
2025 J jnl
Advancing Industrial Battery Defect Analysis via Multi-Domain Feature Integration and Optimized Neural Pruning for Edge System.
IEEE Trans. Consumer Electron.
Shuai Yan, Wang Zhang, Shiyu Peng, Junzhu Mao, Tao Chen, Yazhou Yao
2025 A conf
FPGA-Based Acceleration of MCMC Algorithm through Self-Shrinking for Big Data.
DATE
Shuanglong Liu, Shiyu Peng, Wan Shen
2025 J jnl
PTSP-BERT: Predict the thermal stability of proteins using sequence-based bidirectional representations from transformer-embedded features.
Comput. Biol. Medicine
Zhibin Lv, Mingxuan Wei, Hongdi Pei, Shiyu Peng, Mingxin Li, Liangzhen Jiang
2025 J jnl
Using statistical analysis to explore the influencing factors of data imbalance for machine learning identification methods of human transcriptome m6A modification sites.
Comput. Biol. Chem.
Mingxin Li, Rujun Li, Yichi Zhang, Shiyu Peng, Zhibin Lv
2023 J jnl
Defending Against Membership Inference Attacks With High Utility by GAN.
IEEE Trans. Dependable Secur. Comput.
Li Hu, Jin Li, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yingying Zhang, Changyu Dong
2022 — conf
Dynamic Momentum for Deep Learning with Differential Privacy.
ML4CS (2)
Guanbiao Lin, Hu Li, Yingying Zhang, Shiyu Peng, Yufeng Wang, Zhenxin Zhang, Jin Li
2022 J jnl
KD-GAN: An effective membership inference attacks defence framework.
Int. J. Intell. Syst.
Zhenxin Zhang, Guanbiao Lin, Lishan Ke, Shiyu Peng, Li Hu, Hongyang Yan
2022 J jnl
RTGW2020: An efficient implementation of the multi-orbital Gutzwiller method with general local interactions.
Comput. Phys. Commun.
Shiyu Peng, Hongming Weng, Xi Dai
2022 — conf
Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks.
SocialSec
Yingying Zhang, Hongyang Yan, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yufeng Wang
2022 J jnl
Understanding adaptive gradient clipping in DP-SGD, empirically.
Int. J. Intell. Syst.
Guanbiao Lin, Hongyang Yan, Guang Kou, Teng Huang, Shiyu Peng, Yingying Zhang, Changyu Dong
2018 J jnl
Pedestrian indoor navigation using foot-mounted IMU with multi-sensor data fusion.
Int. J. Model. Identif. Control.
Shengkai Liu, Ting-Li Su, Binbin Wang, Shiyu Peng, Xue-bo Jin, Yu-Ting Bai, Dou Chao