Adaptive Qubit Freezing Enables Robust Graph Partitioning for Divide-and-Conquer QAOA
Frozen Large Graph Partitioning (FrozenLGP), an adaptive decomposition framework that transforms partitionability from an assumption into an enforceable property, is introduced, establishing FrozenLGP as a topology-robust front end for distributed QAOA on near-term quantum hardware.