MobiSys

2024

• FedConv: Learning on Models for Heterogeneous Federated Clients.

2023

• EEFL: High-Speed Wireless Communications Inspired Energy Efficient Federated Learning over Mobile Devices.

• Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training.

2022

• FedBalancer: data and pace control for efficient federated learning on heterogeneous clients.

• Quantifying fairness of federated learning LPPM models.

• FLaaS - enabling practical federated learning on mobile environments.

2021

• ClusterFL: a similarity-aware federated learning system for human activity recognition.

• PPFL: privacy-preserving federated learning with trusted execution environments.