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Home/Authors/Junchi Shen

Junchi Shen

1 indexed paper

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26

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Pricing of Securities×1Quantum Physics×1Stats ML×1

Research Timeline

2026
Quantum Kernels and the Cross-Section of Stock Returns: Anatomy of a Vanishing Advantage

This paper compares the performance of quantum kernels to classical ones in predicting stock returns on the Chinese A-share market and finds no quantum advantage.

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Papers

q-fin.PRquant-phstat.MLEmpiricalRecentJul 22, 2026

Quantum Kernels and the Cross-Section of Stock Returns: Anatomy of a Vanishing Advantage

Junchi Shen

This paper compares the performance of quantum kernels to classical ones in predicting stock returns on the Chinese A-share market and finds no quantum advantage.

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