Robust resource-efficient quantum variational ansatz through an evolutionary algorithm Y Huang, Q Li, X Hou, R Wu, MH Yung, A Bayat, X Wang Physical Review A 105 (5), 052414, 2022 | 23 | 2022 |

A duplication-free quantum neural network for universal approximation X Hou, G Zhou, Q Li, S Jin, X Wang Science China Physics, Mechanics & Astronomy 66 (7), 270362, 2023 | 5 | 2023 |

A universal duplication-free quantum neural network X Hou, G Zhou, Q Li, S Jin, X Wang arXiv preprint arXiv:2106.13211, 2021 | 5 | 2021 |

Quantum spectral clustering algorithm for unsupervised learning Q Li, Y Huang, S Jin, X Hou, X Wang Science China Information Sciences 65 (10), 200504, 2022 | 4 | 2022 |

Fermionic simulators for enhanced scalability of variational quantum simulation Q Li, C Mukhopadhyay, A Bayat Physical Review Research 5 (4), 043175, 2023 | 2 | 2023 |

Ensemble-learning variational shallow-circuit quantum classifiers Q Li, Y Huang, X Hou, Y Li, X Wang, A Bayat arXiv e-prints, arXiv: 2301.12707, 2023 | 1 | 2023 |

A sequentially generated variational quantum circuit with polynomial complexity X Hou, Q Li, MH Yung, X Xu, Z Wang, C Guo, X Wang arXiv preprint arXiv:2305.12856, 2023 | | 2023 |