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Minzhao Liu
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Monte Carlo
Machine Learning Models
Quantum Computation
Higher Order
Top Venues
CoRR
QCE
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Publications
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Junyu Liu
,
Minzhao Liu
,
Jin-Peng Liu
,
Ziyu Ye
,
Yuri Alexeev
,
Jens Eisert
,
Liang Jiang
Towards provably efficient quantum algorithms for large-scale machine-learning models.
CoRR
(2023)
Minzhao Liu
,
Changhun Oh
,
Junyu Liu
,
Liang Jiang
,
Yuri Alexeev
Supercomputing tensor networks for U(1) symmetric quantum many-body systems.
CoRR
(2023)
Minzhao Liu
,
Changhun Oh
,
Junyu Liu
,
Liang Jiang
,
Yuri Alexeev
Complexity of Gaussian boson sampling with tensor networks.
CoRR
(2023)
Minzhao Liu
,
Junyu Liu
,
Rui Liu
,
Henry Makhanov
,
Danylo Lykov
,
Anuj Apte
,
Yuri Alexeev
Embedding Learning in Hybrid Quantum-Classical Neural Networks.
QCE
(2022)
Minzhao Liu
,
Junyu Liu
,
Yuri Alexeev
,
Liang Jiang
Estimating the frame potential of large-scale quantum circuit sampling using tensor networks up to 50 qubits.
CoRR
(2022)