Discrete Prototypical Memories for Federated Time Series Foundation Models

Liwei Deng, Qingxiang Liu, Xinhe Niu +5

Leveraging Large Language Models (LLMs) as federated learning (FL)-based time series foundation models offers a promising way to transfer the generalization capabilities of LLMs to…