Publications

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.

PDF Code Talk

Haimeng Zhao, Dong-Ling Deng (2024). Entanglement-induced provable and robust quantum learning advantages.

PDF Code

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

PDF Code

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.

PDF

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

PDF Code Conf Talk

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

PDF Code Conf Talk

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

PDF Code