Yuan Lu

Adaptive federated learning with non-IID data

2024

Multiple clients can co-train high-performance global models using federated learning (FL) without revealing their personal information. The main obstacle to federated learning, however, is the considerable statistical variability across local data distributions of clients, which …

Short Paper: Decentralized Fair Exchange for Assets across Blockchain and the Internet

2025

In this brief announcement, we propose a protocol that enables Alice, who holds cryptocurrency assets maintained on a blockchain, and Bob, who holds traditional digital assets on the Internet secured by a trustworthy TLS service, …