9 citations · 9 across the 2 of their papers we have counts for
2 papers
stat.ML2025
LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently
Yuanhe Zhang, Fanghui Liu, Yudong Chen
This paper explores how theory can guide and enhance practical algorithms, using Low-Rank Adaptation (LoRA, Hu et al. 2022) in large language models as a case study. We rigorously…
cs.LG2020★ 9 cited
A Survey on Curriculum Learning
Xin Wang, Yudong Chen, Wenwu Zhu
Curriculum learning (CL) is a training strategy that trains a machine learning model from easier data to harder data, which imitates the meaningful learning order in human curricul…