3 citations · 4 across the 3 of their papers we have counts for
3 papers
quant-ph2024★ 1 cited
Avoiding barren plateaus via Gaussian Mixture Model
Xiao Shi, Yun Shang
Variational quantum algorithms is one of the most representative algorithms in quantum computing, which has a wide range of applications in quantum machine learning, quantum simula…
cs.LG2023
Density peak clustering using tensor network
Xiao Shi, Yun Shang
Tensor networks, which have been traditionally used to simulate many-body physics, have recently gained significant attention in the field of machine learning due to their powerful…
physics.comp-ph2020★ 3 cited
Quantum inspired K-means algorithm using matrix product states
Xiao Shi, Yun Shang, Chu Guo
Matrix product state has become the algorithm of choice when studying one-dimensional interacting quantum many-body systems, which demonstrates to be able to explore the most relev…