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Nearly Query-Optimal Classical Shadow Estimation of Unitary Channels

Zihao Li1,2,3,*, Changhao Yi1,2,3, You Zhou4,5,†, and Huangjun Zhu1,2,3,5,‡

  • 1State Key Laboratory of Surface Physics, Department of Physics, and Center for Field Theory and Particle Physics, Fudan University, Shanghai 200433, China
  • 2Institute for Nanoelectronic Devices and Quantum Computing, Fudan University, Shanghai 200433, China
  • 3Shanghai Research Center for Quantum Sciences, Shanghai 201315, China
  • 4Key Laboratory for Information Science of Electromagnetic Waves (Ministry of Education), Fudan University, Shanghai 200433, China
  • 5Hefei National Laboratory, Hefei 230088, China

  • *Contact author: zihaoli20@fudan.edu.cn
  • †Contact author: you_zhou@fudan.edu.cn
  • ‡Contact author: zhuhuangjun@fudan.edu.cn

Measuring Less to Learn More: Quadratic Speedup in Learning Nonlinear Properties of Quantum States

Yukun Zhang, Yusen Wu, You Zhou, and Xiao Yuan

Phys. Rev. Lett. 136 130602 (2026)

Distributed quantum inner product estimation with structured random circuits

Congcong Zheng, Kun Wang, Xutao Yu, Ping Xu, and Zaichen Zhang

npj Quantum Inf 12 94 (2026)

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