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of 287
pro vyhledávání: '"DUAN, Qiang"'
Federated Graph Neural Network (FedGNN) is a privacy-preserving machine learning technology that combines federated learning (FL) and graph neural networks (GNNs). It offers a privacy-preserving solution for training GNNs using isolated graph data. V
Externí odkaz:
http://arxiv.org/abs/2410.11290
Vertical Federated Learning (VFL) facilitates collaborative machine learning without the need for participants to share raw private data. However, recent studies have revealed privacy risks where adversaries might reconstruct sensitive features throu
Externí odkaz:
http://arxiv.org/abs/2406.12588
Autor:
Hu, Shijing, Deng, Ruijun, Du, Xin, Lu, Zhihui, Duan, Qiang, He, Yi, Huang, Shih-Chia, Wu, Jie
Recent large vision models (e.g., SAM) enjoy great potential to facilitate intelligent perception with high accuracy. Yet, the resource constraints in the IoT environment tend to limit such large vision models to be locally deployed, incurring consid
Externí odkaz:
http://arxiv.org/abs/2404.10498
Federated learning (FL) and split learning (SL) are two emerging collaborative learning methods that may greatly facilitate ubiquitous intelligence in Internet of Things (IoT). Federated learning enables machine learning (ML) models locally trained u
Externí odkaz:
http://arxiv.org/abs/2207.09611
Publikováno v:
In Future Generation Computer Systems September 2024 158:447-456
Autor:
Duan, Qiang1 (AUTHOR) qduan@psu.edu, Lu, Zhihui2 (AUTHOR) lzh@fudan.edu.cn
Publikováno v:
Future Internet. Jul2024, Vol. 16 Issue 7, p227. 4p.
Publikováno v:
In Future Generation Computer Systems June 2024 155:132-145
Publikováno v:
In Future Generation Computer Systems May 2024 154:301-313
Autor:
Peng-Fei Fu, Yan-Hong Wang, Guo Liu, Dong-Mei Wang, Wei-Wei Huang, Duan-Qiang Guo, Xin-Yang Li, Ping Liu, Meng-Xiang Wei, Min Lu, Jun Hong
Publikováno v:
PLoS ONE, Vol 19, Iss 2, p e0293135 (2024)
Since its initial discovery in the Hunan province of China, genomic DNA of porcine circovirus 4 (PCV4) has been detected in pigs across multiple provinces in China, as well as in South Korea. However, the prevalence of porcine circovirus type 4 in Ga
Externí odkaz:
https://doaj.org/article/233d1f6425e64022974cef1954a38ce1