Yue Li

Authentication and geographical origin discrimination of Citri Reticulatae Pericarpium via ICP-MS-based multielement profiling and interpretable machine learning

Yue Li, Min He, Kangqi Liu, Sirong Peng, Ming Chen, Zichang Liang, et al.

Reinforcement Learning for Large Language Model Selective Evidence Adoption from Contaminated Retrieval Results

Yanyu Chen, Yue Li, Yongyi Cui, Dongsheng Shi, Lichang Dai

Retrieval-augmented large language models frequently face contexts that interleave useful evidence with misleading statements or instruction-like content. Blanket refusal discards valid evidence, whereas uncritical adoption yields incorrect or unsafe answers. The ability to selec…Read more

Beyond travel mode: urban context shapes active mobility's mental health effects over time

Shujuan Chen, Yue Li, Ying Jin

Active mobility is widely promoted for sustainable and healthier living, but whether it translates into equitable mental health benefits across individuals and places over time remains unknown. Using causal machine learning and causal deep learning in 264168 UK adults, we find su…Read more

Growth Stages Discrimination of Multi-Cultivar Navel Oranges Using the Fusion of Near-Infrared Hyperspectral Imaging and Machine Vision with Deep Learning

Chunyan Zhao, Zhong Ren, Yue Li, Jia Zhang, Weinan Shi

To noninvasively and precisely discriminate among the growth stages of multiple cultivars of navel oranges simultaneously, the fusion of the technologies of near-infrared (NIR) hyperspectral imaging (HSI) combined with machine vision (MV) and deep learning is employed. NIR reflec…Read more