Jun Zhuang

Structural Complexities and Dependencies in Layered Security: Baking in Deterrence through Target Shifting

2026 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences

This study examined how defense complexity and dependency, expected value (EV), rewards, and individual characteristics influence target selection for multi-layered security systems. Participants (N = 366) selected targets with one, two, or three security layers …

Systems-Level Support for Hybrid Quantum-Classical Learning: A Systematic Review with a Medical Imaging Translation Lens

2026 · Journal of Imaging

Hybrid quantum-classical learning pipelines combine conventional accelerators, quantum runtimes, and quantum processing units (QPUs), creating scheduling, memory, isolation, encoding, and deployment challenges that are not captured by application-level quantum machine learning surveys alone. This paper …