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20242026
most citedA comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance

92 citations · 108 across the 8 of their papers we have counts for

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Showing 2025Show all

5 papers · 1 filter

quant-ph2025

Quantum-Resistant Networks Using Post-Quantum Cryptography

Xin Jin, Nitish Kumar Chandra, Mohadeseh Azari +2

Quantum networks rely on both quantum and classical channels for coordinated operation. Current architectures employ entanglement distribution and key exchange over quantum channel…

quant-ph2025

Learning with errors may remain hard against quantum holographic attacks

Yunfei Wang, Xin Jin, Junyu Liu

The Learning with Errors (LWE) problem underlies modern lattice-based cryptography and is assumed to be quantum hard. Recent results show that estimating entanglement entropy is as…

quant-ph2025

The Efficiency Frontier: Classical Shadows versus Direct Quantum Measurement

Shuowei Ma, Junyu Liu

Interfacing quantum and classical processors is an important subroutine in full-stack quantum algorithms. The so-called ``classical shadow'' method efficiently extracts essential c…

quant-ph2025★ 15 cited

A Perspective on Quantum Computing Applications in Quantum Chemistry using 25--100 Logical Qubits

Yuri Alexeev, Victor S. Batista, Nicholas Bauman +27

The intersection of quantum computing and quantum chemistry represents a promising frontier for achieving quantum utility in domains of both scientific and societal relevance. Owin…

quant-ph2025★ 1 cited

Towards efficient quantum algorithms for diffusion probabilistic models

Yunfei Wang, Ruoxi Jiang, Yingda Fan +4

A diffusion probabilistic model (DPM) is a generative model renowned for its ability to produce high-quality outputs in tasks such as image and audio generation. However, training…