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20212026
most citedEinstein-Podolsky-Rosen steering based on semi-supervised machine learning

18 citations · 32 across the 11 of their papers we have counts for

collaborators

11 papers

quant-ph2026

Simultaneous Detection of High-Dimensional Entanglement for Two Unknown Quantum States

Mao-Sheng Li, Chang-Yue Zhang, Zheng Zheng +7

The state overlap, quantified via $\tr[ρσ]$, is a metric widely used to assess the closeness between two quantum states and . Although global state overlap alone does not di…

quant-ph2026★ 1 cited

Quantum-Enhanced Sensing Enabled by Scrambling-Induced Genuine Multipartite Entanglement

Guantian Hu, Wenxuan Zhang, Zhihua Chen +16

Quantum sensing leverages quantum resources to surpass the standard quantum limit, yet many existing protocols rely on the preparation of complex entangled states and Hamiltonian e…

quant-ph2026

Machine learning-aided direct estimation of coherence and entanglement for unknown states

Ting Lin, Zhihua Chen, Kai Wu +3

Quantum coherence and entanglement are fundamental resources in quantum technologies, yet their efficient estimation for unknown states by employing minimal resources in experiment…

quant-ph2025★ 1 cited

Decoding Quantum Search Advantage: The Critical Role of State Properties in Random Walks

Si-Qi Zhou, Jin-Min Liang, Ziheng Ding +3

Quantum algorithms have demonstrated provable speedups over classical counterparts, yet establishing a comprehensive theoretical framework to understand the quantum advantage remai…

quant-ph2025

Static and dynamic coherence fraction in the Bernstein-Vazirani algorithm

Si-Qi Zhou, Jin-Min Liang, Jiayin Peng +3

Quantum entanglement and coherence are crucial resources in quantum information theory. In some scenarios, however, it is not necessary to directly estimate entanglement or coheren…

quant-ph2025★ 3 cited

Quantifying Quantum Steering with Limited Resources: A Semi-supervised Machine Learning Approach

Yansa Lu, Zhihua Chen, Zhihao Ma +1

Quantum steering, an intermediate quantum correlation lying between entanglement and nonlocality, has emerged as a critical quantum resource for a variety of quantum information pr…

quant-ph2024★ 2 cited

Hybrid of Gradient Descent And Semidefinite Programming for Certifying Multipartite Entanglement Structure

Kai Wu, Zhihua Chen, Zhen-Peng Xu +2

Multipartite entanglement is a crucial resource for a wide range of quantum information processing tasks, including quantum metrology, quantum computing, and quantum communication.…

quant-ph2024

Quantum Coherence: A Fundamental Resource for Establishing Genuine Multipartite Correlations

Zong Wang, Zhihua Guo, Zhihua Chen +5

We establish the profound equivalence between measures of genuine multipartite entanglement(GME) and their corresponding coherence measures. Initially we construct two distinct cla…

quant-ph2024

Improved criteria of detecting multipartite entanglement structure

Kai Wu, Zhihua Chen, Zhen-Peng Xu +2

Multipartite entanglement is one of the crucial resources in quantum information processing tasks such as quantum metrology, quantum computing and quantum communications. It is ess…

quant-ph2023★ 7 cited

Detection of Network and Genuine Network Quantum Steering

Zhihua Chen, Kai Wu, Shao-Ming Fei

The quantum network correlations play significant roles in long distance quantum communication,quantum cryptography and distributed quantum computing. Generally it is very difficul…

quant-ph2021★ 18 cited

Einstein-Podolsky-Rosen steering based on semi-supervised machine learning

Lifeng Zhang, Zhihua Chen, Shao-Ming Fei

Einstein-Podolsky-Rosen(EPR)steering is a kind of powerful nonlocal quantum resource in quantum information processing such as quantum cryptography and quantum communication. Many…