5 papers
Reliability-Safety Trade-off in AI Distillation: A Renormalization-Group Approach
Y. M. Du, Miao-Miao Yi, Tan-Ji Zhou +1
Knowledge distillation transfers more than task competence: it also transmits response propensities, refusal policies, error boundaries, and latent safety biases. We formulate this…
Wave packet landscape in open quantum systems
Kang Xu, Miao-Miao Yi, Zi-Hong Yan +1
We formulate a landscape theory for the long-time wave packet spreading of free and harmonically trapped particles with quantum fluctuations and its related dissipation. We show th…
Capacity-time Trade-off in Highly Reliable Quantum Memory
Miao-Miao Yi, L. X. Cui, Y -M Du +1
Reliable quantum storage in practice relies on precise calibration of key parameters, notably the global detuning, while inevitably being subject to the combined influence of multi…
Third Quantization for Order Parameters (II): Local Field Quantization in Superconducting Quantum Circuits
Miao-Miao Yi, Guo-Jian Qiao, Xin Yue +1
The quantization of superconducting transmission-line resonators is usually introduced phenomenologically by modeling the resonator as an effective LC circuit and imposing canonica…
Third Quantization for Order Parameter (I): BCS-BEC crossover with macroscopically coherent state
Guo-Jian Qiao, Miao-Miao Yi, Xin Yue +1
We revisit the quantization of the order parameter, which we refer to as third quantization, from the perspective of the commutation relation between the phase operator of the orde…