81 citations · 83 across the 3 of their papers we have counts for
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cs.LG2024★ 2 cited
Zero and Few Shot Load Forecasting with Large Language Models
Wenlong Liao, Chengrui Zhang, Zhe Yang +4
Deep learning models have shown strong performance in load forecasting, but they generally require large amounts of data for model training before being applied to new scenarios, w…
cs.LG2024★ 81 cited
TimeGPT in Load Forecasting: A Large Time Series Model Perspective
Wenlong Liao, Fernando Porte-Agel, Jiannong Fang +4
Machine learning models have made significant progress in load forecasting, but their forecast accuracy is limited in cases where historical load data is scarce. Inspired by the ou…