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Works (5)

Designs from Local Random Quantum Circuits with SU(d) Symmetry

PRX Quantum
2024-12-26 | Journal article
DOI: 10.1103/PRXQuantum.5.040349
Contributors: Zimu Li; Han Zheng; Junyu Liu; Liang Jiang; Zi-Wen Liu
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Unifying O(3) equivariant neural networks design with tensor-network formalism

Machine Learning: Science and Technology
2024-06-01 | Journal article
DOI: 10.1088/2632-2153/ad4a04
Contributors: Zimu Li; Zihan Pengmei; Han Zheng; Erik Thiede; Junyu Liu; Risi Kondor
Source: check_circle
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R-Mixup: Riemannian Mixup for Biological Networks

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599483
Contributors: Xuan Kan; Zimu Li; Hejie Cui; Yue Yu; Ran Xu; Shaojun Yu; Zilong Zhang; Ying Guo; Carl Yang
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Speeding Up Learning Quantum States Through Group Equivariant Convolutional Quantum Ansätze

PRX Quantum
2023-05-15 | Journal article
DOI: 10.1103/PRXQuantum.4.020327
Contributors: Han Zheng; Zimu Li; Junyu Liu; Sergii Strelchuk; Risi Kondor
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Towards a variational Jordan–Lee–Preskill quantum algorithm

Machine Learning: Science and Technology
2022-12-01 | Journal article
DOI: 10.1088/2632-2153/aca06b
Contributors: Junyu Liu; Zimu Li; Han Zheng; Xiao Yuan; Jinzhao Sun
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