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Home/Authors/Md Nurul Absar Siddiky

Md Nurul Absar Siddiky

1 indexed paper

Recent (6 mo)
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Publications per year

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26

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AI×1Crypto×1

Research Timeline

2026
Safety-Oriented Routing Analysis of Mixtral MoE Under Benign and Harmful Prompts

The paper analyzes the routing behavior of Mixtral MoE under benign and harmful prompts using activation and gradient signals, finding that safety-relevant routing is subtle, depth-dependent, and distributed rather than fixed.

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Papers

cs.AIcs.CRRecentMay 22, 2026

Safety-Oriented Routing Analysis of Mixtral MoE Under Benign and Harmful Prompts

Md Nurul Absar Siddiky

The paper analyzes the routing behavior of Mixtral MoE under benign and harmful prompts using activation and gradient signals, finding that safety-relevant routing is subtle, depth-dependent, and dist…

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