Yan Zhu

​Yan joined the QICI group at HKU in August 2019 as a PhD student, supervised by Prof. Giulio Chiribella. He got his bachelor degree in computer science at Zhejiang University in 2019. His current research interest is quantum machine learning.

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Research Interests

AI for Science; Quantum Machine Learning​

Publications

Y. Zhu, Y.D. Wu, G. Bai, D. S. Wang, Y. Wang, G. Chiribella. Flexible learning of quantum states with generative query neural networks. Nat Commun 13, 6222 (2022).
Y.D. Wu, Y. Zhu,  G. Bai, Y. Wang, G. Chiribella. Quantum Similarity Testing with Convolutional Neural Networks. Physical Review Letters 130.21 (2023): 210601.
G. Bai, Y.D. Wu, Y. Zhu, M. Hayashi, G. Chiribella. Quantum causal unravelling. npj Quantum Information 8.1 (2022): 69.
Y. Zhu, G. Bai, Y. Wang, T. Li, G. Chiribella. Quantum autoencoders for communication-efficient cloud computing.. Quantum Machine Intelligence 5.2 (2023): 27.
Y. Zhu, Y.D. Wu, Q. Liu, Y. Wang, G. Chiribella. Quantum Process Learning Through Neural Emulation.  arXiv:2308.08815 (2023).
Y.D. Wu, Y. Zhu, Y. Wang, G. Chiribella. Learning Global Quantum Properties from Local Measurements with Neural Networks. arXiv:2310.11807 (2023).
M. Liao, Y. Zhu, G. Chiribella, Y. Yang. Flexible Error Mitigation of Quantum Processes with Data Augmentation Empowered Neural Model. arXiv:2311.01727 (2023).

Awards

2023 HKU Foundation Publication Award for Research Postgraduate Students

CV

My CV can be found here.