Concepedia

Kaining Zhang

KZ

Statistics

Publications

4

Citations

175

H-Index

4

Active since

2020

Affiliations

The University of Sydney(Current)

Kaining Zhang is an author at The University of Sydney specializing in quantum science, quantum computing, and quantum machine learning.

Top concepts

EngineeringQuantum ScienceQuantum ComputingQuantum Machine LearningPhysicsComputer ScienceQuantum Error CorrectionNatural SciencesQuantum AlgorithmsQuantum Entanglement

Publications per year

2020–2023

4

Publications

4

Recent Advances for Quantum Neural Networks in Generative Learning

Jinkai Tian, Xiaoyu Sun, Yuxuan Du et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 96 citations

Quantum Science, Engineering, Quantum Computing +12

Toward Trainability of Quantum Neural Networks

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu et al. · arXiv (Cornell University) · 2020 · 43 citations · Full text

Quantum Science, Engineering, Quantum Computing +10

Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits

Kaining Zhang, Dacheng Tao · arXiv (Cornell University) · 2022 · 24 citations · Full text

Quantum Dynamic, Quantum Science, Variational Quantum Circuits +15

Quantum Gram-Schmidt processes and their application to efficient state readout for quantum algorithms

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu et al. · Physical Review Research · 2021 · 12 citations · Full text

Engineering, Quantum Computing, Quantum Gram-schmidt Processes +18

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