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Yu Meng

3 papers indexed

openalexFigshare2026-07-23

Assessment and prediction of driving risk at tunnel entrance and exit sections on mountainous roads

Yu Meng, A Xu, Chuanting Ren, Binbin Li, Changhua Wang, Keyi Wang

To investigate the spatial evolution of driving visual load under different road alignment conditions and its relationship with driving risk at tunnel entrance and exit sections on mountainous two-lane roads, and to develop an integrated framework for risk assessment and predicti…

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openalexFigshare2026-07-23

Assessment and prediction of driving risk at tunnel entrance and exit sections on mountainous roads

Yu Meng, A Xu, Chuanting Ren, Binbin Li, Changhua Wang, Keyi Wang

To investigate the spatial evolution of driving visual load under different road alignment conditions and its relationship with driving risk at tunnel entrance and exit sections on mountainous two-lane roads, and to develop an integrated framework for risk assessment and predicti…

View free PDFSource page
arxivcs.CLcs.AI2026-07-10

Self-Guided Test-Time Training for Long-Context LLMs

Xinyu Zhu, Zhe Xu, Xiaohan Wei, Yunchen Pu, Fei Tian, Chonglin Sun, et al.

Long-context processing has become increasingly important for large language models (LLMs), but simply extending the context window does not guarantee effective utilization of long inputs. As input length grows, accuracy often degrades, indicating that models still struggle to id…

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