Naichen Shi

The Internet of Federated Things (IoFT)

Raed Al Kontar, Naichen Shi, Xubo Yue et al. · IEEE Access · 2021 · 50 citations · Full text

Personalized Federated Learning via Domain Adaptation with an Application to Distributed 3D Printing

Naichen Shi, Raed Al Kontar · Technometrics · 2022 · 16 citations

Artificial Intelligence, Engineering, Machine Learning +24

Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning

Naichen Shi, Fan Lai, Raed Al Kontar et al. · arXiv (Cornell University) · 2021 · 14 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

<i>Fed-ensemble</i>: Ensemble Models in Federated Learning for Improved Generalization and Uncertainty Quantification

Naichen Shi, Fan Lai, Raed Al Kontar et al. · IEEE Transactions on Automation Science and Engineering · 2023 · 11 citations · Full text