Jin-Guo Liu

According to our database, Jin-Guo Liu authored at least 13 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Problem Reductions at Scale: Agentic Integration of Computationally Hard Problems.

Xi-Wei Pan, Shi-Wen An, Jin-Guo Liu

CoRR, April, 2026

OMEinsumContractionOrders: A Julia package for tensor network contraction order optimization.

Jin-Guo Liu, Xuanzhao Gao, Richard Samuelson

J. Open Source Softw., March, 2026

2024

Automated Discovery of Branching Rules with Optimal Complexity for the Maximum Independent Set Problem.

Xuan-Zhao Gao, Yi-Jia Wang, Pan Zhang, Jin-Guo Liu

CoRR, 2024

Probabilistic Inference in the Era of Tensor Networks and Differential Programming.

Martin Roa Villescas, Xuanzhao Gao, Sander Stuijk, Henk Corporaal, Jin-Guo Liu

CoRR, 2024

2023

TensorInference: A Julia package for tensor-based probabilistic inference.

Martin Roa Villescas, Jin-Guo Liu

J. Open Source Softw., October, 2023

Computing Solution Space Properties of Combinatorial Optimization Problems Via Generic Tensor Networks.

Jin-Guo Liu, Xun Gao, Madelyn Cain, Mikhail D. Lukin, Sheng-Tao Wang

SIAM J. Sci. Comput., June, 2023

2022

Quantum optimization with arbitrary connectivity using Rydberg atom arrays.

Minh-Thi Nguyen, Jin-Guo Liu, Jonathan Wurtz, Mikhail D. Lukin, Sheng-Tao Wang, Hannes Pichler

CoRR, 2022

2021

Probabilistic nonunitary gate in imaginary time evolution.

Tong Liu, Jin-Guo Liu, Heng Fan

Quantum Inf. Process., 2021

Solving quantum statistical mechanics with variational autoregressive networks and quantum circuits.

Jin-Guo Liu, Liang Mao, Pan Zhang, Lei Wang

Mach. Learn. Sci. Technol., 2021

2020

Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design.

Xiu-Zhe Luo, Jin-Guo Liu, Pan Zhang, Lei Wang

Quantum, 2020

Differentiate Everything with a Reversible Programming Language.

Jin-Guo Liu, Taine Zhao

CoRR, 2020

2018

Learning and Inference on Generative Adversarial Quantum Circuits.

Jinfeng Zeng, Yufeng Wu, Jin-Guo Liu, Lei Wang, Jiangping Hu

CoRR, 2018

Differentiable Learning of Quantum Circuit Born Machine.

Jin-Guo Liu, Lei Wang

CoRR, 2018