Neural QAOA${}^2$: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization

Zubin Zheng, Jiahao Wu, Shengcai Liu

The quantum approximate optimization algorithm (QAOA) holds promise for combinatorial optimization but is constrained by limited qubits. While divide-and-conquer frameworks like QA…