publications

2026

1. QMI

   On quantum perceptron learning via quantum search

   Xiaoyu Sun, Mathieu Roget, Giuseppe Di Molfetta, and 1 more author

   Quantum Machine Intelligence, 2026

   Bib PDF

   @article{sun2026quantum,
     title = {On quantum perceptron learning via quantum search},
     author = {Sun, Xiaoyu and Roget, Mathieu and Di Molfetta, Giuseppe and Kadri, Hachem},
     journal = {Quantum Machine Intelligence},
     volume = {8},
     number = {2},
     pages = {68},
     year = {2026},
     publisher = {Springer},
   }

2. Thesis

   Quantum perceptron algorithms and machine learning techniques for quantum separability

   Xiaoyu Sun

   Informatique, Aix-Marseille Université, 2026

   PhD thesis supervised by Giuseppe Di Molfetta and Hachem Kadri

   Bib PDF

   @phdthesis{Sun2026,
     author = {Sun, Xiaoyu},
     title = {Quantum perceptron algorithms and machine learning techniques for quantum separability},
     school = {Informatique, Aix-Marseille Université},
     year = {2026},
     note = {PhD thesis supervised by Giuseppe Di Molfetta and Hachem Kadri},
   }

2023

1. IEEE

   Recent advances for quantum neural networks in generative learning

   Jinkai Tian, Xiaoyu Sun, Yuxuan Du, and 8 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

   arXiv Bib PDF

   @article{tian2023recent,
     title = {Recent advances for quantum neural networks in generative learning},
     author = {Tian, Jinkai and Sun, Xiaoyu and Du, Yuxuan and Zhao, Shanshan and Liu, Qing and Zhang, Kaining and Yi, Wei and Huang, Wanrong and Wang, Chaoyue and Wu, Xingyao and others},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {45},
     number = {10},
     pages = {12321--12340},
     year = {2023},
     publisher = {IEEE},
   }