43 citations · 180 across the 26 of their papers we have counts for
4 papers · 2 filters
Approximation Algorithm for Noisy Quantum Circuit Simulation
Mingyu Huang, Ji Guan, Wang Fang +1
Simulating noisy quantum circuits is vital in designing and verifying quantum algorithms in the current NISQ (Noisy Intermediate-Scale Quantum) era, where quantum noise is unavoida…
Verifying Fairness in Quantum Machine Learning
Ji Guan, Wang Fang, Mingsheng Ying
Due to the beyond-classical capability of quantum computing, quantum machine learning is applied independently or embedded in classical models for decision making, especially in th…
VeriQBench: A Benchmark for Multiple Types of Quantum Circuits
Kean Chen, Wang Fang, Ji Guan +5
In this paper, we introduce VeriQBench -- an open source benchmark for quantum circuits. It offers high-level quantum circuit abstractions of various circuit types, including 1) co…
New Quantum Algorithms for Computing Quantum Entropies and Distances
Qisheng Wang, Ji Guan, Junyi Liu +2
We propose a series of quantum algorithms for computing a wide range of quantum entropies and distances, including the von Neumann entropy, quantum Rényi entropy, trace distance, a…