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Junwei Yin

As seen in: Wiley Online Library
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Articles

Drilling of Carbon Fiber‐Reinforced Polymer: A Novel Method for Continuous Monitoring and Real‐Time Prediction of Tool Temperature

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By Junwei Yin, Jiahui Hou, Haoyu Wang, Wenshan Ma
| Wiley Online Library Verified
Drilling of Carbon Fiber‐Reinforced Polymer: A Novel Method for Continuous Monitoring and Real‐Time Prediction of Tool Temperature - Yin - Polymer Composites - Wiley Online Library
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Computer Science > Information Retrieval

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By Shuli Wang, Junwei Yin, Senjie Kou
| arXiv
Next-Token Prediction (NTP) carries two structural training signal limitations. First, NTP optimizes for single-step prediction only, placing no supervised pressure on learning longer-range behavioral structure -- we term this \textbf{temporal locality}. Second, in multi-domain sequences, each target item embedding receives gradient updates exclusively from the immediately preceding hidden state, with no explicit gradient pathway from cross-domain context -- we term this \textbf{spatial locality}.
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Computer Science > Information Retrieval

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By Junwei Yin, Zhilin Zeng, Senjie Kou
| arXiv
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