DiffQ: Unified Parameter Initialization for Variational Quantum Algorithms via Diffusion Models

Chi Zhang, Mengxin Zheng, Qian Lou +1

Variational Quantum Algorithms (VQAs) are widely used in the noisy intermediate-scale quantum (NISQ) era, but their trainability and performance depend critically on initialization…