Selected Publications
Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity Conference
International Conference on Internet-of-Things Design and Implementation (IoTDI), 2023.
International Conference on Internet-of-Things Design and Implementation (IoTDI), 2023.
Model Elasticity for Hardware Heterogeneity in Federated Learning Systems Proceedings Article
In: Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network (FedEdge), pp. 19-24, 2022.
FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning Journal Article
In: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) , 2020.
Model Personalization for Human Activity Recognition Proceedings Article
In: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pp. 1–7, IEEE 2020.