2 papers
cs.LG2025
Singular Value Decomposition on Kronecker Adaptation for Large Language Model
Yee Hin Chong, Peng Qu
Large pre-trained Transformer models achieve state-of-the-art results across diverse language and reasoning tasks, but full fine-tuning incurs substantial storage, memory, and comp…
cs.LG2025
LeForecast: Enterprise Hybrid Forecast by Time Series Intelligence
Zheng Tan, Yiwen Nie, Wenfa Wu +22
Demand is spiking in industrial fields for multidisciplinary forecasting, where a broad spectrum of sectors needs planning and forecasts to streamline intelligent business manageme…