Guilin Zhang

Readout-Side Bypass for Residual Hybrid Quantum-Classical Models

Quantum machine learning (QML) promises compact and expressive representations, but suffers from the measurement bottleneck - a narrow quantum-to-classical readout that limits performance and amplifies privacy risk. We propose a lightweight residual hybrid architecture that concatenates quantum feat…