14 citations · 14 across the 2 of their papers we have counts for
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quant-ph2026
Certifying Adversarial Robustness of Quantum Classifiers under Known-Readout Query Access
Ji Guan, Mingyu Huang
A quantum classifier assigns labels by evolving an input quantum state and measuring the output, so repeated executions reveal only a distribution over labels. We study certified a…
quant-ph2025
Approximation Methods for Simulation and Equivalence Checking of Noisy Quantum Circuits
Mingyu Huang, Ji Guan, Wang Fang +1
In the current NISQ (Noisy Intermediate-Scale Quantum) era, simulating and verifying noisy quantum circuits is crucial but faces challenges such as quantum state explosion and comp…
quant-ph2023★ 14 cited
Detecting Violations of Differential Privacy for Quantum Algorithms
Ji Guan, Wang Fang, Mingyu Huang +1
Quantum algorithms for solving a wide range of practical problems have been proposed in the last ten years, such as data search and analysis, product recommendation, and credit sco…