Author

Congxi Xiao

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Preprint Aug 2026

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting

While deep learning models, particularly transformer-based architectures, have shown impressive performance in time series forecasting, the application of retrieval-augmented generation (RAG) in this domain remains limited. Since RAG has proven effective in enhancing the capabilities of large language models by incorpo...

Yixiong Xiao, Congxi Xiao, Jingbo Zhou · 1 citation