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20182026
most citedExploring the Advantages of Quantum Generative Adversarial Networks in Generative Chemistry

88 citations

Showing 2024Show all

6 papers · 1 filter

quant-ph2024★ 2 cited

Nonlocality of Quantum States can be Transitive

Kai-Siang Chen, Gelo Noel M. Tabia, Chung-Yun Hsieh +2

As a striking manifestation of quantum entanglement, nonlocality has long played a pivotal role in shaping our understanding of the quantum world. When considering a Bell test invo…

quant-ph2024★ 2 cited

Unconditionally separating noisy from bounded polynomial threshold circuits of constant depth

Min-Hsiu Hsieh, Leandro Mendes, Michael de Oliveira +1

The rapid evolution of quantum devices fuels concerted efforts to experimentally establish quantum advantage over classical computing. Many demonstrations of quantum advantage, how…

quant-ph2024★ 7 cited

Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits

Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao

The vast and complicated large-qubit state space forbids us to comprehensively capture the dynamics of modern quantum computers via classical simulations or quantum tomography. Rec…

quant-ph2024

Hybrid Quantum-Classical Clustering for Preparing a Prior Distribution of Eigenspectrum

Mengzhen Ren, Yu-Cheng Chen, Ching-Jui Lai +2

Determining the energy gap in a quantum many-body system is critical to understanding its behavior and is important in quantum chemistry and condensed matter physics. The challenge…

quant-ph2024

Quantum Walks on Simplicial Complexes and Harmonic Homology: Application to Topological Data Analysis with Superpolynomial Speedups

Ryu Hayakawa, Kuo-Chin Chen, Min-Hsiu Hsieh

This work investigates whether quantum walks on simplicial complexes exhibit quantum advantages. We introduce a novel quantum walk that encodes the combinatorial Laplacian, a key o…

quant-ph2024★ 7 cited

An invitation to the sample complexity of quantum hypothesis testing

Hao-Chung Cheng, Nilanjana Datta, Nana Liu +3

Quantum hypothesis testing (QHT) has been traditionally studied from the information-theoretic perspective, wherein one is interested in the optimal decay rate of error probabiliti…