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Naixu Guo
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Singular Values
Structural Learning
Linear Algebra
Markov Logic Networks
Top Venues
CoRR
Quantum
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Publications
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Naixu Guo
,
Zhan Yu
,
Aman Agrawal
,
Patrick Rebentrost
Quantum linear algebra is all you need for Transformer architectures.
CoRR
(2024)
Siyi Yang
,
Naixu Guo
,
Miklos Santha
,
Patrick Rebentrost
Quantum Alphatron: quantum advantage for learning with kernels and noise.
Quantum
7 (2023)
Liming Zhao
,
Naixu Guo
,
Ming-Xing Luo
,
Patrick Rebentrost
Provable learning of quantum states with graphical models.
CoRR
(2023)
Naixu Guo
,
Kosuke Mitarai
,
Keisuke Fujii
Nonlinear transformation of complex amplitudes via quantum singular value transformation.
CoRR
(2021)