Shiyu Peng

Orcid: 0000-0002-4314-0359

According to our database1, Shiyu Peng authored at least 9 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2018
2019
2020
2021
2022
2023
2024
2025
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1
2
3
4
5
6
2
1
3
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2

Legend:

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PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2025
PTSP-BERT: Predict the thermal stability of proteins using sequence-based bidirectional representations from transformer-embedded features.
Comput. Biol. Medicine, 2025

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., 2025

2023
Defending Against Membership Inference Attacks With High Utility by GAN.
IEEE Trans. Dependable Secur. Comput., 2023

2022
KD-GAN: An effective membership inference attacks defence framework.
Int. J. Intell. Syst., 2022

Understanding adaptive gradient clipping in DP-SGD, empirically.
Int. J. Intell. Syst., 2022

RTGW2020: An efficient implementation of the multi-orbital Gutzwiller method with general local interactions.
Comput. Phys. Commun., 2022

Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2022

Dynamic Momentum for Deep Learning with Differential Privacy.
Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022

2018
Pedestrian indoor navigation using foot-mounted IMU with multi-sensor data fusion.
Int. J. Model. Identif. Control., 2018


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