most citedZero and Few Shot Load Forecasting with Large Language Models

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2026★ 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

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…