Concepedia

Peiyi Han

PH

3

Publications

40

Citations

3

H-Index

2020

Active since

Affiliations

Harbin Institute of Technology(Current)

Shenzhen Institute of Information Technology

Peng Cheng Laboratory

Shenzhen Technology University

Peiyi Han is an author at Harbin Institute of Technology specializing in data science, artificial intelligence, and distributed learning.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceMachine LearningFederated LearningSupervised LearningDistributed LearningArtificial IntelligenceSemi-supervised Learning

Publications per year

2020–2022

3

Publications

3

Fed-DR-Filter: Using global data representation to reduce the impact of noisy labels on the performance of federated learning

Shaoming Duan, Chuanyi Liu, Zhengsheng Cao et al. · Future Generation Computer Systems · 2022 · 19 citations

Artificial Intelligence, Engineering, Machine Learning +8

From One-hot Encoding to Privacy-preserving Synthetic Electronic Health Records Embedding

Xiayu Xiang, Shaoming Duan, Hezhong Pan et al. · 2020 · 11 citations

HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis

Shaoming Duan, Chuanyi Liu, Peiyi Han et al. · Entropy · 2022 · 10 citations · Full text

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