Publications
Automated Discovery of Branching Rules with Optimal Complexity for the Maximum Independent Set Problem. Gao, X.-Z., Wang, Y.-J., Zhang, P., Liu, J.-G., 2024. https://doi.org/10.48550/arXiv.2412.07685
Dynamic Hologram Generation with Automatic Differentiation. Zhang, X.-Y., Wang, Y.-Q., Du, A., Wang, H., Wang, L., Liu, J., 2025. https://doi.org/10.48550/arXiv.2503.03714
Universal quantum computing with a single arbitrary gate. Ni, Z.-Y., Zhao, Y.-S., Liu, J.-G., 2024. https://doi.org/10.48550/arXiv.2409.20025
Probabilistic Inference in the Era of Tensor Networks and Differential Programming. Roa-Villescas, M., Gao, X., Stuijk, S., Corporaal, H., Liu, J.-G., 2024. Phys. Rev. Research 6, 033261. https://doi.org/10.1103/PhysRevResearch.6.033261
Programming guide for solving constraint satisfaction problems with tensor networks. Gao, X., Li, X., Liu, J., 2024. https://doi.org/10.48550/arXiv.2501.00227
Quantum Optimization with Arbitrary Connectivity Using Rydberg Atom Arrays. Nguyen, M.-T., Liu, J.-G., Wurtz, J., Lukin, M.D., Wang, S.-T., Pichler, H., 2023. PRX Quantum 4, 010316. https://doi.org/10.1103/PRXQuantum.4.010316
Computing Solution Space Properties of Combinatorial Optimization Problems Via Generic Tensor Networks. Liu, J.-G., Gao, X., Cain, M., Lukin, M.D., Wang, S.-T., 2023. SIAM J. Sci. Comput. 45, A1239–A1270. https://doi.org/10.1137/22M1501787
Talks
2023-08-20~2023-08-25 @ 10th International Congress on Industrial and Applied Mathematics
2023-08-7~2023-08-18 @ 2023多体计算方法讲习班
Lecture 1: Julia for Quantum Many-Body Computation. Video, Lecture note
Lecture 2: Solving Computational Hard Problems with Tensor Networks. Video, Lecture note
2023-08-11 @ Conference of Condensed Matter Physics 2023
2023-07-26 @ 第七届统计物理与复杂系统会议
Invited Talk: Bayesian inference with tensor networks (基于张量网络的贝叶斯推断理论)
2023-08-28 to 2023-09-01 @ 23rd Asian Quantum Information Science Conference
Committee member
2023-10-09 @ Julia User Group Munich
2023-12-09 @ 科学计算与 Julia 技术研讨会
Invited Talk: 量子模拟器 Yao.jl 的回顾与新特性
2023-12-11 @ Seminars for Quantum Dynamics, 福田量子院 IQA-717
2024-01-10 @ 量子信息-青年论坛，合肥国家实验室
Invited Talk: Computer-assisted gadget design and problem reduction of unweighted maximum independent set
2024-06-21 @ The 1st Workshop on Quantum Computation meets Quantum Many-Body Computation
Invited Talk: Computing solution space properties of combinatorial optimization problems via generic tensor networks
2024-07-09~2024-07-13 @ JuliaCon 2024
Talk (By Zhong-Yi Ni): Tensor Network for Quantum Error Correction
2024-08-18~2024-08-20 @ CPS International Young Scientists Forum on Quantum Computing
Invited Talk: Fault-tolerant quantum computing with a single arbitrary quantum gate
2024-09-24~2024-09-27 @ Current and Future Computational Approaches to Quantum Many-Body Systems 2024 (CompQMB2024)
Invited Talk: Computing solution space properties of combinatorial optimization problems via generic tensor networks
2024-11-01~2024-11-03 @ JuliaCN 2024 Meetup
Organizer
2024-11-04 @ Beijing Normal University
Seminar Talk: Generic tensor networks and its application in combinatorial optimization and probabilistic inference
2024-11-09 @ CCF China open source conference (中国开源大会)
Invited Talk: Large scale tensor network contraction in Julia
2024-11-26~2024-11-29 @ Julia for numerical problems in quantum and solid-state physics
Invited Talk: Tensor network based quantum simulation with Yao.jl
2024-12-25 @ CompQu online seminar series
Seminar talk: Gadget design - towards embedding computational hard problems to physical devices
2025-01-13~2025-01-17 @ "100 Years of Matrix Mechanics" International Symposium
Invited Talk: Automated Discovery of Branching Rules with Optimal Complexity for the Maximum Independent Set Problem
