Huanyu Liu

Can Variational Quantum Algorithms Demonstrate Quantum Advantages? Time Really Matters

2023 · arXiv (Cornell University)

Applying low-depth quantum neural networks (QNNs), variational quantum algorithms (VQAs) are both promising and challenging in the noisy intermediate-scale quantum (NISQ) era: Despite its remarkable progress, criticisms on the efficiency and feasibility issues never stopped. …