Publications

2019
October
PDF Link Prediction via Graph Attention Network.
Weiwei Gu, Fei Gao, Xiaodan Lou and Jiang Zhang
Arxiv.
2019
September
PDF Gumbel-softmax Optimization: A Simple General Framework for Combinatorial Optimization Problems on Graphs.
Jing Liu, Fei Gao and Jiang Zhang
Arxiv.
2019
June
PDF A General Deep Learning Framework for Network Reconstruction and Dynamics Learning.
Zhang Zhang, Yi Zhao, Jing Liu, Shuo Wang, Ruyi Tao, Ruyue Xin and Jiang Zhang
Arxiv.
2019
May
PDF scCapsNet: a deep learning classifier with the capability of interpretable feature extraction, applicable for single cell RNA data analysis.
Lifei Wang, Rui Nie, Ruyue Xin, Jiang Zhang, Jun Cai
Arxiv.
2019
Apr
PDF Modeling collective attention in online and flexible learning environments.
J. Zhang, X. Lou, H. Zhang & J. Zhang
Distance Education, 40:2, 278-301.
2019
March
PDF MultiCapsNet: a interpretable deep learning classifier integrate data from multiple sources.
Lifei Wang, Xuexia Miao, Jiang Zhang, Jun Cai
Bioarxiv.
2019
Febrary
PDF Complex Network Classification with Convolutional Neural Network.
Ruyue Xin, Jiang Zhang and Yitong Shao
Arxiv.
2019
January
PDF Coevolution of Agent's Behavior and Noise Parameters in Majority Vote Game on Multilayer Networks.
Jing Liu, Ying Fan, Jiang Zhang and Zengru Di
New Journal of Physics 21(1).
2019
January
PDF 一种对复杂网络进行链路预测的方法.
Weiwei Gu , Fei Gao and Jiang Zhang
Invention Patent.
2018
October
PDF 基于OCR与文本分析技术对注意力的测量方法.
Jiang Zhang , Mengyuan Chen , Li Gong and Qian Zhang
nvention Patent.
2017
November
PDF Simple spatial scaling rules behind complex cities.
Ruiqi Li, Lei Dong, Jiang Zhang, Xinran Wang, Wen-Xu Wang, Zengru Di, and H. Eugene Stanley.
Nature Communications.
2017
October
PDF The Hidden Flow Structure and Metric Space of Network Embedding Algorithms Based on Random Walks.
Weiwei Gu, Li Gong, Xiaodan Lou, and Jiang Zhang.
Scientific Reports.
2016
October
PDF The Atlas of Chinese World Wide Web Ecosystem Shaped by the Collective Attention Flows.
Xiaodan Lou, Yong Li, Weiwei Gu, and Jiang Zhang.
PLoS ONE.
2016
May
PDF Population-weighted efficiency in transportation networks.
Lei Dong, Ruiqi Li, Jiang Zhang, and Zengru Di.
Scientific Reports.
2015
November
PDF Open Flow Distances on Open Flow Networks.
Liangzhu Guo, Xiaodan Lou, Peiteng Shi, Jun Wang, Xiaohan Huang, and Jiang Zhang.
Physica A.
2015
September
PDF A Geometric Representation of Collective Attention Flows.
Peiteng Shi, Xiaohan Huang, Jun Wang, Jiang Zhang, Su Deng, and Yahui Wu.
PLoS ONE.
2015
August
PDF Allometric scaling, size distribution and pattern formation of natural cities.
Xintong Li, Xinran Wang, Jiang Zhang, and Lingfei Wu.
Palgrave Communications.
2015
July
PDF Maximum Entropy for the International Division of Labor.
Hongmei Lei, Ying Chen, Ruiqi Li, Deli He, and Jiang Zhang.
PLoS ONE.
2015
April
PDF Scaling behaviours in the growth of networked systems and their geometric origins.
Jiang Zhang, Xintong Li, Xinran Wang, Wen-xu Wang, and Lingfei Wu.
Scientific Reports.
2014
September
PDF the metabolism and growth of web forums.
Lingfei Wu, Jiang Zhang, and Min Zh.
PLoS ONE.
2014
September
PDF Hierarchicality of Trade Flow Networks Reveals Complexity of Products.
Peiteng Shi, Jiang Zhang, Bo Yang, and Jingfei Luo.
PLoS ONE.
2014
March
PDF Common patterns of energy flow and biomass distribution on weighted food webs.
Jiang Zhang and Yuanjing Feng.
Physica A.
2014
March
PDF Capabilities' substitutability and the "S" curve of export diversity.
Hongmei Lei and Jiang Zhang.
EPL.
2013
August
PDF Allometry and Dissipation of Ecological Flow Networks.
Jiang Zhang and Lingfei Wu.
PLoS ONE.
2013
August
PDF The decentralized flow structure of clickstreams on the web.
Lingfei Wu and Jiang Zhang.
European Physics Journal B.
2013
July
PDF Centralized Flow Structure of International Trade Networks for Different Products.
Peiteng Shi, Jingfei Luo, Peng-hao Wang, and Jiang Zhang.
International Conference on Management Science and Engineering.
2012
July
PDF The "S" curve relationship between export diversity and economic size of countries.
Lunchao Hu, Kailan Tian, Xin Wang, and Jiang Zhang.
Physica A.
2011
September
PDF Toward a general understanding of the scaling laws in human and animal mobility.
Yanqing Hu, Jiang Zhang, Zengru Di, and Di Huan.
European Physics Letters.
2011
July
PDF Accelerating growth and size-dependent distribution of human online activities.
Ling-Fei Wu and Jiang Zhang.
Physical Review E.
2011
February
PDF Size-Dependency of Income Distributions and Its Implications.
You Gui Wang Jiang Zhang.
Chinese Physics Letters.