Mitigating barren plateaus with transfer-learning-inspired parameter initializations HY Liu, TP Sun, YC Wu, YJ Han, GP Guo New Journal of Physics 25 (1), 013039, 2023 | 20 | 2023 |
Variational quantum algorithms for the steady states of open quantum systems HY Liu, TP Sun, YC Wu, GP Guo Chinese Physics Letters 38 (8), 080301, 2021 | 11 | 2021 |
A parameter initialization method for variational quantum algorithms to mitigate barren plateaus based on transfer learning HY Liu, TP Sun, YC Wu, YJ Han, GP Guo arXiv preprint arXiv:2112.10952, 2021 | 7 | 2021 |
Quantum Dynamic Mode Decomposition Algorithm for High-Dimensional Time Series Analysis C Xue, ZY Chen, TP Sun, XF Xu, SM Chen, HY Liu, XN Zhuang, YC Wu, ... Intelligent Computing 2, 0045, 2023 | 2 | 2023 |
Can variational quantum algorithms demonstrate quantum advantages? Time really matters HY Liu, ZY Chen, TP Sun, C Xue, YC Wu, GP Guo arXiv preprint arXiv:2307.04089, 2023 | 2 | 2023 |
Efficient and error-resilient data access protocols for a limited-sized quantum random access memory ZY Chen, C Xue, YJ Wang, TP Sun, HY Liu, XN Zhuang, MH Dou, TR Zou, ... arXiv preprint arXiv:2303.05207, 2023 | 2 | 2023 |
Enabling Large-Scale and High-Precision Fluid Simulations on Near-Term Quantum Computers ZY Chen, TY Ma, CC Ye, L Xu, MY Tan, XN Zhuang, XF Xu, YJ Wang, ... arXiv preprint arXiv:2406.06063, 2024 | 1 | 2024 |
Statistics-Informed Parameterized Quantum Circuit via Maximum Entropy Principle for Data Science and Finance XN Zhuang, ZY Chen, C Xue, XF Xu, C Wang, HY Liu, TP Sun, YJ Wang, ... arXiv preprint arXiv:2406.01335, 2024 | | 2024 |
Simulation of open quantum systems on universal quantum computers HY Liu, X Lin, ZY Chen, C Xue, TP Sun, QS Li, XN Zhuang, YJ Wang, ... arXiv preprint arXiv:2405.20712, 2024 | | 2024 |
End-to-End Quantum Vision Transformer: Towards Practical Quantum Speedup in Large-Scale Models C Xue, ZY Chen, XN Zhuang, YJ Wang, TP Sun, JC Wang, HY Liu, YC Wu, ... arXiv preprint arXiv:2402.18940, 2024 | | 2024 |
Quantum Discrete Maps: Data-driven Quantum Dynamical Embedding Method for Long-term Prediction on a Near-term Quantum Computer TP Sun, ZY Chen, C Xue, HY Liu, XN Zhuang, YJ Wang, SX Ma, ... arXiv preprint arXiv:2305.15976, 2023 | | 2023 |
Scalable Program Implementation and Simulation of the Large-Scale Quantum Algorithm: Quantum Linear Solver and Beyond ZY Chen, C Xue, XN Zhuang, TP Sun, HY Liu, Y Li, YC Wu, GP Guo arXiv preprint arXiv:2303.06890, 2023 | | 2023 |