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Dive into the research topics where Xiantao Li is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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From Quantum Dynamics to Intelligent Actions: A Framework for Quantum-Accelerated Simulation in Reinforcement Learning
Li, X. (PI)
7/1/26 → 6/30/29
Project: Research project
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Improving quantum speedup for solving differential equations
Li, X. (PI)
9/1/24 → 8/31/27
Project: Research project
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Improving quantum speedup for solving differential equations
Li, X. (PI)
9/1/24 → 8/31/27
Project: Research project
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Dynamically optimal unraveling schemes for simulating Lindblad equations
Cao, Y., He, M. & Li, X., Apr 2026, In: Journal of Physics A: Mathematical and Theoretical. 59, 16Research output: Contribution to journal › Article › peer-review
Open Access -
From Linear Differential Equations to Unitaries: A Moment-Matching Dilation Framework with Near-Optimal Quantum Algorithms
Li, X., 2026, In: PRX Quantum. 7, 2, 020350.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Predicting Open Quantum Dynamics with Data-Informed Quantum-Classical Dynamics
Xie, P., Wang, K., Mitra, A., Zhu, Y., Li, X., De Jong, W. A. & Yang, C., Jan 9 2026, In: Physical review letters. 136, 1, 010402.Research output: Contribution to journal › Article › peer-review
Open Access -
Quantum Speedups for Sampling and Non-Convex Optimization with Stochastic Oracles
Ozgul, G., Li, X., Mahdavi, M. & Wang, C., Aug 25 2026, 21st Conference on the Theory of Quantum Computation, Communication and Cryptography, TQC 2026. Arnon, R. & Harrow, A. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 8. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 389).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Partially Random Trotter Algorithm for Quantum Hamiltonian Simulations
Jin, S. & Li, X., Apr 2025, In: Communications on Applied Mathematics and Computation. 7, 2, p. 442-469 28 p., 070503.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations