Han Zheng

most citedSpeeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze

51 citations · 98 across the 5 of their papers we have counts for

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quant-ph2022★ 8 cited

SnCQA: A hardware-efficient equivariant quantum convolutional circuit architecture

Han Zheng, Christopher Kang, Gokul Subramanian Ravi +4

We propose SnCQA, a set of hardware-efficient variational circuits of equivariant quantum convolutional circuits respective to permutation symmetries and spatial lattice symmetries…

quant-ph2022★ 8 cited

Toward Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU( $d$ ) Symmetry

Han Zheng, Zimu Li, Sergii Strelchuk +2

We introduce a framework of the equivariant convolutional quantum algorithms which is tailored for a number of machine-learning tasks on physical systems with arbitrary SU $(d)$ sym…

quant-ph2021★ 51 cited

Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze

Han Zheng, Zimu Li, Junyu Liu +2

We develop a theoretical framework for $S_{n}$ -equivariant convolutional quantum circuits with SU $(d)$ -symmetry, building on and significantly generalizing Jordan's Permutational Qua…

SnCQA: A hardware-efficient equivariant quantum convolutional circuit architecture

Toward Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU(d) Symmetry

Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze

Toward Super-polynomial Quantum Speedup of Equivariant Quantum Algorithms with SU( $d$ ) Symmetry