Jing Liu

About Me

I am now a Postdoctoral Researcher at the Institute of Theoretical Physics, Chinese Academy of Sciences. I received my Ph.D. degree from the School of Systems Science, Beijing Normal University in 2023 (co-supervised by Prof. Jiang Zhang and Prof. Pan Zhang). Prior to that, I graduated from the Department of Physics, Beijing Normal University in 2018. I previously served as a Senior Research Specialist in Zhejiang Lab.

Publications

• Efficient optimization of variational autoregressive networks with natural gradient
  Jing Liu, Ying Tang, Pan Zhang

  Phys. Rev. E 111, 025304 [link][code]

• Learning nonequilibrium statistical mechanics and dynamical phase transitions
  Ying Tang*, Jing Liu*, Jiang Zhang, Pan Zhang (* contributed equally)

  Nat Commun 15, 1117 (2024) [link][code]

• Tensor networks for unsupervised machine learning
  Jing Liu, Sujie Li, Jiang Zhang, Pan Zhang

  Phys. Rev. E 107, L012103 [link][code]

• Gumbel-softmax optimization: a simple general framework for combinatorial optimization problems on graphs
  Jing Liu, Fei Gao, Jiang Zhang

  Complex Networks and Their Applications VIII. COMPLEX NETWORKS 2019 [link]

• Coevolution of agent’s behavior and noise parameters in majority vote game on multilayer networks
  Jing Liu, Ying Fan, Jiang Zhang, Zengru Di

  New J. Phys. 21 015007 [link]

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