Xinglin Zhu

Outlier Detection Using Machine Learning Algorithms Integrated with Bayesian Optimization

2022

This study aimed to discuss the performance of machine learning algorithms on the outlier detection problem and to investigate the effect of Bayesian Optimization Algorithm (BOA) on improving the performance of machine learning mod-els.Firstly, Classification …

ProfLLM: A framework for adapting offline large language models to few-shot expert knowledge

2023

Large language models perform well at common field, but are much less effective in niche academic fields .The cause of this problem is that large language models lack the ability to handle few-shot expert knowledge. …