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Yuchuan Luo

National University of Defense Technology

Changsha Hunan, 410073

China

  • National University of Defense Technology

SCHOLARLY PAPERS

3

DOWNLOADS

89

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Cost-Constrained Incentive Mechanism for Federated Learning

Number of pages: 29 Posted: 05 Jan 2026
Shihong Wu, Yuchuan Luo, Shaojing Fu, Ming Xu and Zhenbin Guo
National University of Defense Technology, National University of Defense Technology, affiliation not provided to SSRN, National University of Defense Technology and affiliation not provided to SSRN
Downloads 46 (1,121,190)

Abstract:

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Federated learning (FL), cost-constrained, incentive mechanism, optimize costs, asynchronous decision-making

2.

Pnilm: Whole-Process Privacy Preservation for Non-Intrusive Load Monitoring Based on Deep Neural Networks

Number of pages: 16 Posted: 13 Nov 2024
Liqiang Wu, Shaojing Fu, Yiliang Han, Yuchuan Luo, Ming Xu and Longfei Liu
affiliation not provided to SSRN, National University of Defense Technology, affiliation not provided to SSRN, National University of Defense Technology, National University of Defense Technology and affiliation not provided to SSRN
Downloads 37 (1,236,159)

Abstract:

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smart grid, Non-Intrusive Load Monitoring, Privacy preservation, Deep Neural Network, Federated Learning

3.

Trustworthy Multimodal Federated Learning: A Survey of Feasibility, Adversariality, and Security

Number of pages: 21 Posted: 29 May 2026
Zheng Yuan, Yuchuan Luo, Guilin Deng, Silong Chen, Wenhao Jiang, Xu Yang, Shihong Wu, Ke Wang, Maojiang Wang, Changheng Rao, Lin Liu and Shaojing Fu
affiliation not provided to SSRN, National University of Defense Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, National University of Defense Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and National University of Defense Technology
Downloads 6 (1,584,314)

Abstract:

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Multimodal federated learning, Trustworthy AI, Adversarial Attacks, privacy preservation, Secure Aggregation, Multimodal fusion