RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

J Luo, X Luo, K Ding, J Yuan, Z **ao… - arxiv preprint arxiv …, 2024 - arxiv.org
Supervised fine-tuning (SFT) plays a crucial role in adapting large language models (LLMs)
to specific domains or tasks. However, as demonstrated by empirical experiments, the …

Cluster-guided Contrastive Class-imbalanced Graph Classification

W Ju, Z Mao, S Yi, Y Qin, Y Gu, Z **ao, J Shen… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper studies the problem of class-imbalanced graph classification, which aims at
effectively classifying the categories of graphs in scenarios with imbalanced class …