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Caomingzhe Si
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Data Distribution
Privacy Protection
Home Environments
Load Forecasting
Top Venues
CoRR
Int. J. Mach. Learn. Cybern.
IEEE Trans. Smart Grid
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Publications
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Caomingzhe Si
,
Haijin Wang
,
Lei Chen
,
Junhua Zhao
,
Yong Min
,
Fei Xu
Robust Co-Modeling for Privacy-Preserving Short-Term Load Forecasting With Incongruent Load Data Distributions.
IEEE Trans. Smart Grid
15 (3) (2024)
Haijin Wang
,
Caomingzhe Si
,
Junhua Zhao
A Federated Learning Framework for Non-Intrusive Load Monitoring.
CoRR
(2021)
Caomingzhe Si
,
Yuechuan Tao
,
Jing Qiu
,
Shuying Lai
,
Junhua Zhao
Deep reinforcement learning based home energy management system with devices operational dependencies.
Int. J. Mach. Learn. Cybern.
12 (6) (2021)
Haijin Wang
,
Caomingzhe Si
,
Junhua Zhao
Fed-NILM: A Federated Learning-based Non-Intrusive Load Monitoring Method for Privacy-Protection.
CoRR
(2021)