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Junyu Liu

3 accepted papers

2023

Symmetric Pruning in Quantum Neural Networks

ICLR 2023top-25%

Many fundamental properties of a quantum system are captured by its Hamiltonian and ground state. Despite the significance, ground states preparation (GSP) is classically intractable for large-scale Hamiltonians. Quantum neural networks (QNNs), which exert the power of modern quantum machines, have…

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