activity
20242026
most citedQracle: A Graph-Neural-Network-based Parameter Initializer for Variational Quantum Eigensolvers

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing cs.ETShow all

1 paper · 1 filter

cs.ET2025

QSeer: A Quantum-Inspired Graph Neural Network for Parameter Initialization in Quantum Approximate Optimization Algorithm Circuits

Lei Jiang, Chi Zhang, Fan Chen

To mitigate the barren plateau problem, effective parameter initialization is crucial for optimizing the Quantum Approximate Optimization Algorithm (QAOA) in the near-term Noisy In…