Li Yang

Explainable machine learning for 10-year prediction of cognitive impairment in a rural Chinese population

Botang Guo, Shiqi Li, Minyao Li, Yuanshuo Ma, Ying Fu, Yihao Shu, et al.

Elucidating the pathogenic mechanism underlying plasticizer-induced chronic kidney disease via integrated network toxicology and machine learning

Zihao Mao, Jiayang Lou, Hanyue Jiang, Xuanchao Wang, Anqi Wang, Gangfeng Ding, et al.

Aurora: A Leverage-Aware Spectral Optimizer

Alec Dewulf, Dhruv Pai, Li Yang, Ashley Zhang, Ben Keigwin

We show that for tall matrix parameters, like projection matrices in the MLP layers, the Muon update can have row norms that are arbitrarily non-uniform. This can lead to a self-reinforcing feedback loop whereby neurons receive persistently small updates and eventually do not con…Read more

Evaluating the accuracy of sex estimation from human tooth volume: leveraging automated AI segmentation and comparative analysis of machine learning algorithms

Junyan Wang, Xiangdong Liu, Jingxin Zhang, Jianing Wei, Jiajun Liu, Chengbo Wang, et al.