Zhang Zhang

发表

Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems

Y. Zhang, Yu Guo, Zhang Zhang, 2021 .

An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data

Zhang Zhang, Jiang Zhang, Ruyue Xin, 2020, Nature Machine Intelligence.

Graph Auto-Encoders for Network Completion

Zhang Zhang, Jiang Zhang, Ruyi Tao, 2022, ArXiv.

inClust: a general framework for clustering that integrates data from multiple sources

Zhang Zhang, Shuo Wang, Jiang Zhang, 2022, bioRxiv.

Completing Networks by Learning Local Connection Patterns

Mingze Qi, Zhang Zhang, Jiang Zhang, 2022, 2204.11852.

A Universal Framework for Reconstructing Complex Networks and Node Dynamics from Discrete or Continuous Dynamics Data

Y. Zhang, Yu Guo, Zhang Zhang, 2021, 2101.00179.

The structure inference of flocking systems based on the trajectories.

Mingze Qi, Zhang Zhang, X. Duan, 2022, Chaos.

MultiCapsNet: A General Framework for Data Integration and Interpretable Classification

Zhang Zhang, Jiang Zhang, Jun Cai, 2021, Frontiers in Genetics.

Inferring Network Structure with Unobservable Nodes from Time Series Data

Zhang Zhang, Mengyuan Chen, Shuo Wang, 2022, Chaos.

Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network pdf

Qiao Hu, Zhang Zhang, Shuo Wang, 2020, ArXiv.

A general deep learning framework for network reconstruction and dynamics learning

Jing Liu, Shuo Wang, Yi Zhao, 2018, Appl. Netw. Sci..

A deep generative framework with embedded vector arithmetic and classifier for sample generation, label transfer, and clustering of single-cell data

Zhang Zhang, Shuo Wang, Jiang Zhang, 2023, Cell reports methods.

Neural Network Pruning by Gradient Descent

Zhang Zhang, Ruyi Tao, Jiang Zhang, 2023, ArXiv.