Tongyang Li
Massachusetts Institute of Technology
H-index: 15
North America-United States
Top articles of Tongyang Li
A Quantum Algorithm Framework for Discrete Probability Distributions with Applications to Rényi Entropy Estimation
IEEE Transactions on Information Theory
2024/3/26
Near-Optimal Quantum Algorithm for Minimizing the Maximal Loss
arXiv preprint arXiv:2402.12745
2024/2/20
Logarithmic-regret quantum learning algorithms for zero-sum games
2024/2/13
A Theory of Digital Quantum Simulations in the Low-Energy Subspace
arXiv preprint arXiv:2312.08867
2023/12/14
Quantum autoencoders for communication-efficient cloud computing
Quantum Machine Intelligence
2023/12
Quantum Langevin Dynamics for Optimization
arXiv preprint arXiv:2311.15587
2023/11/27
Exponential speedups for quantum walks in random hierarchical graphs
arXiv preprint arXiv:2307.15062
2023/7/27
Unleashing the potential of llms for quantum computing: A study in quantum architecture design
arXiv preprint arXiv:2307.08191
2023/7/17
Fast and practical quantum-inspired classical algorithms for solving linear systems
arXiv preprint arXiv:2307.06627
2023/7/13
Near-optimal quantum coreset construction algorithms for clustering
2023/7/3
Quantum lower bounds for finding stationary points of nonconvex functions
2023/7/3
Quantum multi-armed bandits and stochastic linear bandits enjoy logarithmic regrets
Proceedings of the AAAI Conference on Artificial Intelligence
2023/6/26
On quantum speedups for nonconvex optimization via quantum tunneling walks
Quantum
2023
Fidelity estimator, randomized benchmarking and ZNE for quantum pulses
arXiv preprint arXiv:2305.12597
2023/5/21
Quantum algorithm for estimating volumes of convex bodies
ACM Transactions on Quantum Computing
2023/5/8
Towards advantages of parameterized quantum pulses
arXiv preprint arXiv:2304.09253
2023/4/18
Provably efficient exploration in quantum reinforcement learning with logarithmic worst-case regret
arXiv preprint arXiv:2302.10796
2023/2/21
Hamiltonian simulation with random inputs
Physical Review Letters
2022/12/30
Quantum algorithms for sampling log-concave distributions and estimating normalizing constants
Advances in Neural Information Processing Systems
2022/12/6
Quantum speedups of optimizing approximately convex functions with applications to logarithmic regret stochastic convex bandits
Advances in Neural Information Processing Systems
2022/12/6
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