2021
June
|
MultiCapsNet: A General Framework for Data Integration and Interpretable Classification(2021).
Lifei Wang,Xuexia Miao,Rui Nie,Zhang Zhang,Jiang Zhang*,Jun Cai*
KDD.
|
2021
June
|
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.
Lun Du, Fei Gao, Xu Chen, Ran Jia, Junshan Wang,et al
KDD.
|
2021
March
|
Learning Universal Network Representation via Link Prediction by Graph Convolutional Neural Network.
Weiwei Gu; Fei Gao; Ruiqi Li; Jiang Zhang
Journal of Social Computing.
|
2021
March
|
Discovering latent node Information by graph attention network.
Weiwei Gu, Fei Gao, Xiaodan Lou & Jiang Zhang
Scientific Reports.
|
2021
April
|
Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems.
Yan Zhang, Yu Guo, Zhang Zhang, Mengyuan Chen, Shuo Wang, Jiang Zhang
Arxiv.
|
2021
April
|
Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs.
Yaoxin Li, Jing Liu, Guozheng Lin, Yueyuan Hou, Muyun Mou, Jiang Zhang
Arxiv.
|
2020
Nov
|
An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data.
Lifei Wang,Rui Nie,Zeyang Yu, Ruyue Xin, Caihong Zheng, Zhang Zhang, Jiang Zhang, Jun Cai
Nature Machine Intelligence.
|
2020
Oct
|
Using learning analytics to understand collective attention in language MOOCs.
Shuang Zeng,Jingjing Zhang,Ming Gao , Kate M. Xu, Jiang Zhang
Computer Assisted Language Learning.
|
2020
April
|
A Topological Analysis of Trade Distance: Evidence from the Gravity Model and Complex Flow Networks.
Zongning Wu, Hongbo Cai, Ruining Zhao, Ying Fan, Zengru Di and Jiang Zhang *
MDPI.
|
2020
March
|
Investigating time, strength, and duration of measures in controlling the spread of COVID-19 using a networked meta-population model.
Jiang Zhang* . Lei Dong . Yanbo Zhang . Xinyue Chen . Guiqing Yao . Zhangang Han
MDPI.
|
2020
Jan
|
Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network.
Mengyuan Chen, Jiang Zhang*, Zhang Zhang, Lun Du, Qiao Hu, Shuo Wang, Jiaqi Zhu
Arxiv.
|
2020
Jan
|
Complex Network Classification with Convolutional Neural Network.
Ruyue Xin, Jiang Zhang*, Yitong Shao
Tsinghua Science and Technology.
|
2019
October
|
Link Prediction via Graph Attention Network.
Weiwei Gu, Fei Gao, Xiaodan Lou and Jiang Zhang
Arxiv.
|
2019
September
|
Gumbel-softmax Optimization: A Simple General Framework for Combinatorial Optimization Problems on Graphs.
Jing Liu, Fei Gao and Jiang Zhang
Arxiv.
|
2019
June
|
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
|
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
|
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
|
MultiCapsNet: a interpretable deep learning classifier integrate data from multiple sources.
Lifei Wang, Xuexia Miao, Jiang Zhang, Jun Cai
Bioarxiv.
|
2019
Febrary
|
Complex Network Classification with Convolutional Neural Network.
Ruyue Xin, Jiang Zhang and Yitong Shao
Arxiv.
|
2019
January
|
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
|
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
|
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
|
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
|
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.
|
2017
May
|
Human mobility in interest space and interactive random walk.
Fanqi Zeng,Li Gong,Jing Liu,Jiang Zhang, Qinghua Chen, Ruyue Xin
Journal of Physics: Complexity.
|
2016
October
|
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
|
Population-weighted efficiency in transportation networks.
Lei Dong, Ruiqi Li, Jiang Zhang, and Zengru Di.
Scientific Reports.
|
2015
November
|
Open Flow Distances on Open Flow Networks.
Liangzhu Guo, Xiaodan Lou, Peiteng Shi, Jun Wang, Xiaohan Huang, and Jiang Zhang.
Physica A.
|
2015
September
|
A Geometric Representation of Collective Attention Flows.
Peiteng Shi, Xiaohan Huang, Jun Wang, Jiang Zhang, Su Deng, and Yahui Wu.
PLoS ONE.
|
2015
August
|
Allometric scaling, size distribution and pattern formation of natural cities.
Xintong Li, Xinran Wang, Jiang Zhang, and Lingfei Wu.
Palgrave Communications.
|
2015
July
|
Maximum Entropy for the International Division of Labor.
Hongmei Lei, Ying Chen, Ruiqi Li, Deli He, and Jiang Zhang.
PLoS ONE.
|
2015
April
|
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
|
the metabolism and growth of web forums.
Lingfei Wu, Jiang Zhang, and Min Zh.
PLoS ONE.
|
2014
September
|
Hierarchicality of Trade Flow Networks Reveals Complexity of Products.
Peiteng Shi, Jiang Zhang, Bo Yang, and Jingfei Luo.
PLoS ONE.
|
2014
March
|
Common patterns of energy flow and biomass distribution on weighted food webs.
Jiang Zhang and Yuanjing Feng.
Physica A.
|
2014
March
|
Capabilities' substitutability and the "S" curve of export diversity.
Hongmei Lei and Jiang Zhang.
EPL.
|
2013
August
|
Allometry and Dissipation of Ecological Flow Networks.
Jiang Zhang and Lingfei Wu.
PLoS ONE.
|
2013
August
|
The decentralized flow structure of clickstreams on the web.
Lingfei Wu and Jiang Zhang.
European Physics Journal B.
|
2013
July
|
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
|
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
|
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
|
Accelerating growth and size-dependent distribution of human online activities.
Ling-Fei Wu and Jiang Zhang.
Physical Review E.
|
2011
February
|
Size-Dependency of Income Distributions and Its Implications.
You Gui Wang Jiang Zhang.
Chinese Physics Letters.
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