Tongyang Li
Tongyang Li
Center on Frontiers of Computing Studies, Peking University
Verified email at - Homepage
Cited by
Cited by
Quantum SDP Solvers: Large Speed-Ups, Optimality, and Applications to Quantum Learning
FGSL Brandao, A Kalev, T Li, CYY Lin, KM Svore, X Wu
Proceedings of the 46th International Colloquium on Automata, Languages and …, 2019
Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning
NH Chia, AP Gilyén, T Li, HH Lin, E Tang, C Wang
Journal of the ACM 69 (5), 1-72, 2022
Quantum Wasserstein generative adversarial networks
S Chakrabarti, H Yiming, T Li, S Feizi, X Wu
Advances in Neural Information Processing Systems 32, 2019
Sublinear quantum algorithms for training linear and kernel-based classifiers
T Li, S Chakrabarti, X Wu
International Conference on Machine Learning, 2019, 3815-3824, 2019
Quantum algorithms and lower bounds for convex optimization
S Chakrabarti, AM Childs, T Li, X Wu
Quantum 4, 221, 2020
Quantum query complexity of entropy estimation
T Li, X Wu
IEEE Transactions on Information Theory 65 (5), 2899-2921, 2018
Quantum state preparation with optimal circuit depth: Implementations and applications
XM Zhang, T Li, X Yuan
Physical Review Letters 129 (23), 230504, 2022
Quantum-inspired classical sublinear-time algorithm for solving low-rank semidefinite programming via sampling approaches
NH Chia, T Li, HH Lin, C Wang
arXiv preprint arXiv:1901.03254, 2019
Efficient simulation of sparse Markovian quantum dynamics
AM Childs, T Li
Quantum Information & Computation 17 (11-12), 901-947, 2016
Distributional property testing in a quantum world
A Gilyén, T Li
arXiv preprint arXiv:1902.00814, 2019
Quantum exploration algorithms for multi-armed bandits
D Wang, X You, T Li, AM Childs
Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 10102 …, 2021
Quantum algorithm for estimating volumes of convex bodies
S Chakrabarti, AM Childs, SH Hung, T Li, C Wang, X Wu
ACM Transactions on Quantum Computing 4 (3), 1-60, 2023
Escape saddle points by a simple gradient-descent based algorithm
C Zhang, T Li
Advances in Neural Information Processing Systems 34, 8545-8556, 2021
Hamiltonian simulation with random inputs
Q Zhao, Y Zhou, AF Shaw, T Li, AM Childs
Physical Review Letters 129 (27), 270502, 2022
Quantum algorithms for escaping from saddle points
C Zhang, J Leng, T Li
Quantum 5, 529, 2021
Quantum simulation of real-space dynamics
AM Childs, J Leng, T Li, JP Liu, C Zhang
Quantum 6, 860, 2022
On the cut dimension of a graph
T Lee, T Li, M Santha, S Zhang
arXiv preprint arXiv:2011.05085, 2020
Quantum multi-armed bandits and stochastic linear bandits enjoy logarithmic regrets
Z Wan, Z Zhang, T Li, J Zhang, X Sun
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 10087 …, 2023
Sublinear classical and quantum algorithms for general matrix games
T Li, C Wang, S Chakrabarti, X Wu
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8465-8473, 2021
Quantum query complexity with matrix-vector products
AM Childs, SH Hung, T Li
arXiv preprint arXiv:2102.11349, 2021
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