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• Quantum simulation of real-space dynamics
  2022 · 28 citations
• Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games
  2023 · 3 citations
• Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets
  2022 · 2 citations
• SpacePulse: Combining Parameterized Pulses and Contextual Subspace for More Practical VQE
  2023 · 2 citations
• Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
  2023 · 1 citations
• Towards Advantages of Parameterized Quantum Pulses
  2023 · 1 citations
• Structured Scaling of AI Discovery Across Diverse Scientific Domains
  2026
• Quantum SDP Solvers: Large Speed-ups, Optimality, and Applications to Quantum Learning
  2017
• Quantum algorithms and lower bounds for convex optimization
  2018
• Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning
  2019
• Quantum algorithms for escaping from saddle points
  2020
• Quantum query complexity with matrix-vector products
  2021
• Exponential speedups for quantum walks in random hierarchical graphs
  2023
• Complexity of Digital Quantum Simulation in the Low-Energy Subspace: Applications and a Lower Bound
  2023
• Quantum Non-Identical Mean Estimation: Efficient Algorithms and Fundamental Limits
  2024