no code implementations • 20 Feb 2024 • Yuhang Guan, Runzheng Wang, Lei Fu, Huanle Zhang
The global patent application count has steadily increased, achieving eight consecutive years of growth. The global patent industry has shown a general trend of expansion.
no code implementations • 23 Mar 2023 • Su Chen, Xianwei Liu, Lei Fu, Suyang Wang, Bin Zhang, Xiaojun Li
Ground-motion model (GMM) is the basis of many earthquake engineering studies.
1 code implementation • 24 Nov 2022 • Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
In this paper, we propose FedTune, an automatic FL hyper-parameter tuning algorithm tailored to applications' diverse system requirements in FL training.
no code implementations • 3 Nov 2022 • Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, Xin Liu
As a privacy-preserving paradigm for training Machine Learning (ML) models, Federated Learning (FL) has received tremendous attention from both industry and academia.