Jin-Guo Liu

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Automated Discovery of Branching Rules with Optimal Complexity for the Maximum Independent Set Problem.
CoRR
Xuan-Zhao Gao, Yi-Jia Wang, Pan Zhang, Jin-Guo Liu
2024 J jnl
Probabilistic Inference in the Era of Tensor Networks and Differential Programming.
CoRR
Martin Roa Villescas, Xuanzhao Gao, Sander Stuijk, Henk Corporaal, Jin-Guo Liu
2023 J jnl
Computing Solution Space Properties of Combinatorial Optimization Problems Via Generic Tensor Networks.
SIAM J. Sci. Comput.
Jin-Guo Liu, Xun Gao, Madelyn Cain, Mikhail D. Lukin, Sheng-Tao Wang
2023 J jnl
TensorInference: A Julia package for tensor-based probabilistic inference.
J. Open Source Softw.
Martin Roa Villescas, Jin-Guo Liu
2022 J jnl
Quantum optimization with arbitrary connectivity using Rydberg atom arrays.
CoRR
Minh-Thi Nguyen, Jin-Guo Liu, Jonathan Wurtz, Mikhail D. Lukin, Sheng-Tao Wang, Hannes Pichler
2021 J jnl
Probabilistic nonunitary gate in imaginary time evolution.
Quantum Inf. Process.
Tong Liu, Jin-Guo Liu, Heng Fan
2021 J jnl
Solving quantum statistical mechanics with variational autoregressive networks and quantum circuits.
Mach. Learn. Sci. Technol.
Jin-Guo Liu, Liang Mao, Pan Zhang, Lei Wang
2020 J jnl
Differentiate Everything with a Reversible Programming Language.
CoRR
Jin-Guo Liu, Taine Zhao
2020 J jnl
Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design.
Quantum
Xiu-Zhe Luo, Jin-Guo Liu, Pan Zhang, Lei Wang
2018 J jnl
Differentiable Learning of Quantum Circuit Born Machine.
CoRR
Jin-Guo Liu, Lei Wang
2018 J jnl
Learning and Inference on Generative Adversarial Quantum Circuits.
CoRR
Jinfeng Zeng, Yufeng Wu, Jin-Guo Liu, Lei Wang, Jiangping Hu