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Home/Authors/Guanpeng Li

Guanpeng Li

1 indexed paper

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26

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Distributed×1AI×1

Frequent co-authors

Yafan Huang1×
Sheng Di1×

Research Timeline

2026
Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference

This paper systematically studies how soft errors propagate during Large Language Model (LLM) inference using a novel fault-injection framework, providing critical insights and mitigation strategies for improving LLM reliability.

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Papers

cs.DCcs.AIRecentJun 1, 2026

Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference

Yafan Huang, Sheng Di, Guanpeng Li

This paper systematically studies how soft errors propagate during Large Language Model (LLM) inference using a novel fault-injection framework, providing critical insights and mitigation strategies f…

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