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quant-ph2026
PADO-Pauli: A GPU-Accelerated Implementation of Pauli Propagation
Hyunwoo Kim, Youngseok Lee
Variational quantum algorithms utilize parameterized circuits many times during training, at new parameter values, over batches of data, and with gradients. Pauli propagation appro…
quant-ph2026
Trainability and Mode Separation of Mixed IQP-QCBMs
Youngseok Lee, Hyunwoo Kim
Quantum circuit Born machines (QCBMs) based on instantaneous quantum polynomial-time (IQP) circuits are promising quantum generative models for their classical trainability. It is…
quant-ph2026
SAFE ma-QAOA: Surrogate-Assisted and Fine-Tuning Enhanced Multi-Angle QAOA with Parameter Distillation
Hyunwoo Kim, Youngseok Lee
The multi-angle Quantum Approximate Optimization Algorithm (ma-QAOA) extends the Quantum Approximate Optimization Algorithm (QAOA) by assigning a larger number of independent varia…