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Dong-Ling Deng

Entanglement-induced provable and robust quantum learning advantages

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Oct 04, 2024
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Quantum delegated and federated learning via quantum homomorphic encryption

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Sep 28, 2024
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Probing many-body Bell correlation depth with superconducting qubits

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Jun 25, 2024
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Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises

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May 01, 2024
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Expressibility-induced Concentration of Quantum Neural Tangent Kernels

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Nov 08, 2023
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Enhancing Quantum Adversarial Robustness by Randomized Encodings

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Dec 05, 2022
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Quantum Neural Network Classifiers: A Tutorial

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Jun 06, 2022
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Experimental quantum adversarial learning with programmable superconducting qubits

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Apr 04, 2022
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Quantum Capsule Networks

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Jan 05, 2022
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Weighted Quantum Channel Compiling through Proximal Policy Optimization

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Nov 03, 2021
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