This is the code repository for the ICASSP 2026 paper DiffQ: UNIFIED PARAMETER INITIALIZATION FOR VARIATIONAL QUANTUM ALGORITHMSVIA DIFFUSION MODELS

This repo containing the data and code used in the paper.

Requirements

Dependencies for setting up the python environment is in requirements.txt.

Data

Data is contained in data/ folder. Under that folder

 data/heisenberg_xyz = 1D_XYZ in Table 2 of the paper
 data/fh = 1D_FH in Table 2 of the paper
 data/ti = 2D_TFI in Table 2 of the paper
 data/quantum_pulse = Q_Pulse in Table 2 of the paper
 data/random_vqe = Random_VQE in Table 2 of the paper

Usage

to run the experiment, run

python run_experiment.py

detailed usage can be seen in run_experiment.py.