Federated Learning in the Era of Large Models: Core Challenges, Representative Solutions, and Emerging Directions
With the rapid advancement of the Internet and the emergence and popularity of large language models, the demands for high-quality data, communication capacity and security and privacy have increased significantly. However, a large amount of data is distributed across different devices, and cannot be collected legally...