20 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.CL2025
Contrastive Knowledge Transfer and Robust Optimization for Secure Alignment of Large Language Models
Jiasen Zheng, Huajun Zhang, Xu Yan +2
This paper addresses the limitations of large-scale language models in safety alignment and robustness by proposing a fine-tuning method that combines contrastive distillation with…
cs.CE2024★ 20 cited
Ensemble Methodology:Innovations in Credit Default Prediction Using LightGBM, XGBoost, and LocalEnsemble
Mengran Zhu, Ye Zhang, Yulu Gong +3
In the realm of consumer lending, accurate credit default prediction stands as a critical element in risk mitigation and lending decision optimization. Extensive research has sough…