2026Learning to erase quantum states: thermodynamic implications of quantum learning theoryHaimeng Zhao, Yuzhen Zhang, John Preskillnpj Quantum Information 12, 137PDF Cite arXiv Talk
2026Exponential quantum advantage in processing massive classical dataHaimeng Zhao, Alexander Zlokapa, Hartmut Neven, Ryan Babbush, John Preskill, Jarrod R. McClean, Hsin-Yuan HuangPDF Cite Code Blog Talk
2025Random Stinespring superchannel: converting channel queries into dilation isometry queriesFilippo Girardi*, Francesco Anna Mele*, Haimeng Zhao*, Marco Fanizza, Ludovico LamiPDF Cite
2025Entanglement-induced provable and robust quantum learning advantagesHaimeng Zhao, Dong-Ling Dengnpj Quantum Information 11, 127PDF Cite Code arXiv Talk
2024Learning quantum states and unitaries of bounded gate complexityHaimeng Zhao*, Laura Lewis*, Ishaan Kannan*, Yihui Quek, Hsin-Yuan Huang, Matthias C. CaroPRX Quantum, 5(4), 040306. Featured on the cover and in the International Year of Quantum CollectionPDF Cite Code arXiv Talk
2024Empirical Sample Complexity of Neural Network Mixed State ReconstructionHaimeng Zhao, Giuseppe Carleo, Filippo VicentiniQuantum 8, 1358PDF Cite Code arXiv
2024CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble ApproachJunyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi ZhangACM Transactions on Sensor Networks 20 (2), 1-27PDF Cite
2023Non-IID Quantum Federated Learning with One-shot Communication ComplexityHaimeng ZhaoQuantum Machine Intelligence, 5(1), 3PDF Cite Code arXiv Conf Talk
2022MAGIC: Microlensing Analysis Guided by Intelligent ComputationHaimeng Zhao, Wei ZhuThe Astronomical Journal, 164(5), 192PDF Cite Code arXiv Conf Talk
2019CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive AutoencodersHaimeng Zhao, Peiyuan LiaoPDF Cite Code