Machine Learning

Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement
A novel Federated Learning algorithm for spatio-temporal data analysis in urban environments.(SSTDM @ ICDM 2024)
Jiechao Gao, Yuangang Li, Syeda Faiza Ahmed
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Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement
Artificial Intelligence-Aided Digital Twin Design: A Systematic Review
A systematic review of AI in enhancing digital twin. (preprint)
Nan Hao, Yuangang Li, Kecheng Liu, Songtao Liu, Yingzhou Lu, ..., Yue Zhao
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Artificial Intelligence-Aided Digital Twin Design: A Systematic Review
FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning
A communication efficient method for federated learning (ACM MM 2024).
Junkang Liu, Fanhua Shang, Yuanyuan Liu, Hongying Liu, Yuangang Li, YunXiang Gong
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FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning