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Author

Min-Bo Gao

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Preprint Sep 2026

Query-Optimal and Gate-Efficient Lindbladian Simulation

We give a quantum algorithm for Lindbladian simulation given a block encoding of the Hamiltonian $H$ and a projected unitary encoding of the stacked jump operator $B=\sum_{k=1}^m \lvert k\rangle\otimes L_k$, with normalization factors $\alpha_H$ and $\alpha_B$, respectively. For evolution time $t$, set $\tau=(\alpha_H+...

Bo-Yang Chen, Min-Bo Gao, Xin-Zhao Wang et al. · 5 citations
#machine learning Preprint Aug 2026

Binary Quantized Neural Network Training Is W[1]-Hard Parameterized by Input and Output Dimensions

Ganian et al. (ICLR 2026) proved that quantized neural network training is fixed-parameter tractable when parameterized jointly by architecture treewidth, input dimension $\alpha$, and output dimension $\omega$, and left open whether $\alpha+\omega$ alone yields fixed-parameter tractability. We prove that 2-QNNT is W[1...

Tao Jiang, Min-Bo Gao, Shao-Wei Cai · 0 citations
Jul 2026

Reasoning about Continuous-Variable Quantum Systems

Continuous-variable quantum computing (CVQC) is a computing paradigm in which measurements yield values over a continuous domain. CVQC is both a convenient omputational framework for modeling physical quantum systems, and a good abstraction for hardware platforms based on quantum optics. Yet, the semantic foundations o...

Tianshi Yu, Gilles Barthe, Min-Bo Gao et al. · 0 citations

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