FedEdgeAI @ IEEE ICDCS 2025 - 1st International Workshop on Federated Learning for Wireless Edge Artificial Intelligence (FedEdgeAI)

We invite you to submit your original work on topics related to federated learning, focusing on real-world challenges when federated learning is deployed in practical scenarios. This includes algorithms for distributed machine learning, adaptive techniques for changing network conditions, edge AI resilience, benchmarking generative models at the edge, downsizing Large Language Models (LLMs) into Small Language Models (SLMs) for improved computation and communication efficiency, semantic communication, asynchronous federated learning training, and rethinking communication protocols for wireless federated learning.