Chenyi Zhang

Affiliations:
  • Stanford University, Computer Science Department, Stanford, CA, USA


According to our database1, Chenyi Zhang authored at least 13 papers between 2021 and 2025.

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Bibliography

2025
Robustness of Quantum Algorithms for Nonconvex Optimization.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
On the hardness of learning ground state entanglement of geometrically local Hamiltonians.
CoRR, 2024

Comparisons Are All You Need for Optimizing Smooth Functions.
CoRR, 2024

Quantum Non-Identical Mean Estimation: Efficient Algorithms and Fundamental Limits.
Proceedings of the 19th Conference on the Theory of Quantum Computation, 2024

Quantum Pseudoentanglement.
Proceedings of the 15th Innovations in Theoretical Computer Science Conference, 2024

Quantum Algorithms and Lower Bounds for Finite-Sum Optimization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Near-Optimal Quantum Algorithm for Minimizing the Maximal Loss.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Public-Key Pseudoentanglement and the Hardness of Learning Ground State Entanglement Structure.
Proceedings of the 39th Computational Complexity Conference, 2024

2023
Quantum speedups for stochastic optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Quantum Lower Bounds for Finding Stationary Points of Nonconvex Functions.
Proceedings of the International Conference on Machine Learning, 2023

2022
Quantum simulation of real-space dynamics.
Quantum, September, 2022

2021
Quantum algorithms for escaping from saddle points.
Quantum, 2021

Escape saddle points by a simple gradient-descent based algorithm.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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