Jiang Zhang

Orcid: 0000-0001-7402-7482

  • Beijing Normal University, Beijing, China

According to our database1, Jiang Zhang authored at least 26 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:

On csauthors.net:


InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation.
BMC Bioinform., December, 2024

Emergence and Causality in Complex Systems: A Survey of Causal Emergence and Related Quantitative Studies.
Entropy, February, 2024

Correction: Zhang, J.; Liu, K. Neural Information Squeezer for Causal Emergence. Entropy 2023, 25, 26.
Entropy, October, 2023

Neural Information Squeezer for Causal Emergence.
Entropy, January, 2023

Inferring Network Structure with Unobservable Nodes from Time Series Data.
CoRR, 2022

NEDMP: Neural Enhanced Dynamic Message Passing.
CoRR, 2022

scCapsNet-mask: an updated version of scCapsNet with extended applicability in functional analysis related to scRNA-seq data.
BMC Bioinform., 2022

Neural Enhanced Dynamic Message Passing.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Learning Universal Network Representation via Link Prediction by Graph Convolutional Neural Network.
J. Soc. Comput., 2021

The learning behaviours of dropouts in MOOCs: A collective attention network perspective.
Comput. Educ., 2021

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data.
Nat. Mach. Intell., 2020

Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs.
CoRR, 2020

PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Unraveling environmental justice in ambient PM<sub>2.5</sub> exposure in Beijing: A big data approach.
Comput. Environ. Urban Syst., 2019

Link Prediction via Graph Attention Network.
CoRR, 2019

A general deep learning framework for network reconstruction and dynamics learning.
Appl. Netw. Sci., 2019

Gumbel-Softmax Optimization: A Simple General Framework for Combinatorial Optimization Problems on Graphs.
Proceedings of the Complex Networks and Their Applications VIII, 2019

A General Deep Learning Framework for Structure and Dynamics Reconstruction from Time Series Data.
CoRR, 2018

Complex Network Classification with Convolutional Neural Network.
CoRR, 2018

Interactive Levy Flight in Interest Space.
CoRR, 2017

Common patterns of online collective attention flow.
Sci. China Inf. Sci., 2017

Quantifying the Influence of Websites Based on Online Collective Attention Flow.
J. Comput. Sci. Technol., 2015

The Geometric Origins of Complex Cities.
Proceedings of the 2014 European Conference on Complex Systems, 2014

Energy flows in complex ecological systems: a review.
J. Syst. Sci. Complex., 2009

Allometric Scaling of Weighted Food Webs.
Proceedings of the Complex Sciences, 2009