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Quantum Higherorder Attention Qha

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paper · 2026-06-11
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“We introduce \textbf{Quantum Higher-Order Attention (QHA)}, a shallow, hardware-realizable quantum attention head that, via data re-uploading and an all-to-all non-Clifford entangler, synthesizes order-$k$ token interactions inside the circuit and exposes them through a local single-qubit read-out.”

Quantum Higher-Order Attention: Synthesizing Complex Token Interactions in Shall ↗