Publication Nov 14, 2024 arXiv:2406.11805Predicting quantum learnability from landscape fluctuationHao-Kai Zhang, Chenghong Zhu, Xin WangPDF Cite DOI
Publication Mar 29, 2024 IEEE Transactions on Quantum EngineeringMitigating Barren Plateaus of Variational Quantum EigensolversXia Liu, Geng Liu, Hao-Kai Zhang, Jiaxin Huang, Xin WangPDF Cite DOI
Publication Mar 24, 2024 AAAIExponential Hardness of Optimization from the Locality in Quantum Neural NetworksHao-Kai Zhang, Chengkai Zhu, Geng Liu, Xin WangPDF Cite DOI
Publication Sep 22, 2023 37th Conference on Neural Information Processing Systems (NeurIPS 2023)Statistical Analysis of Quantum State Learning Process in Quantum Neural NetworksHao-Kai Zhang, Chenghong Zhu, Mingrui Jing, Xin WangPDF Cite DOI