Publications

Filippo Girardi*, Francesco Anna Mele*, Haimeng Zhao*, Marco Fanizza, Ludovico Lami (2025). Random Stinespring superchannel: converting channel queries into dilation isometry queries.

Haimeng Zhao, Dong-Ling Deng (2025). Entanglement-induced provable and robust quantum learning advantages. npj Quantum Information 11, 127.

PDF Code arXiv Talk

Haimeng Zhao, Yuzhen Zhang, John Preskill (2025). Learning to erase quantum states: thermodynamic implications of quantum learning theory.

Haimeng Zhao*, Laura Lewis*, Ishaan Kannan*, Yihui Quek, Hsin-Yuan Huang, Matthias C. Caro (2024). Learning quantum states and unitaries of bounded gate complexity. PRX Quantum, 5(4), 040306. Featured on the cover and in the International Year of Quantum Collection.

PDF Code arXiv Talk

Haimeng Zhao, Giuseppe Carleo, Filippo Vicentini (2024). Empirical Sample Complexity of Neural Network Mixed State Reconstruction. Quantum 8, 1358.

Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang (2024). CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach. ACM Transactions on Sensor Networks 20 (2), 1-27.

Haimeng Zhao (2023). Non-IID Quantum Federated Learning with One-shot Communication Complexity. Quantum Machine Intelligence, 5(1), 3.

PDF Code arXiv Conf Talk

Haimeng Zhao, Wei Zhu (2022). MAGIC: Microlensing Analysis Guided by Intelligent Computation. The Astronomical Journal, 164(5), 192.

PDF Code arXiv Conf Talk

Haimeng Zhao, Peiyuan Liao (2019). CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders.