Dongxiao He
Dongxiao He
Tianjin University, Associate Professor of Computer Science
Zweryfikowany adres z tju.edu.cn - Strona główna
Cytowane przez
Cytowane przez
Modularity based community detection with deep learning.
L Yang, X Cao, D He, C Wang, X Wang, W Zhang
IJCAI 16, 2252-2258, 2016
A Markov random walk under constraint for discovering overlapping communities in complex networks
D Jin, B Yang, C Baquero, D Liu, D He, J Liu
Journal of Statistical Mechanics: Theory and Experiment 2011 (05), P05031, 2011
Joint identification of network communities and semantics via integrative modeling of network topologies and node contents
D He, Z Feng, D Jin, X Wang, W Zhang
Thirty-first AAAI conference on artificial intelligence, 2017
Identifying overlapping communities as well as hubs and outliers via nonnegative matrix factorization
X Cao, X Wang, D Jin, Y Cao, D He
Scientific reports 3 (1), 1-9, 2013
A survey of community detection approaches: From statistical modeling to deep learning
D Jin, Z Yu, P Jiao, S Pan, D He, J Wu, P Yu, W Zhang
IEEE Transactions on Knowledge and Data Engineering, 2021
Graph convolutional networks meet markov random fields: Semi-supervised community detection in attribute networks
D Jin, Z Liu, W Li, D He, W Zhang
Proceedings of the AAAI conference on artificial intelligence 33 (01), 152-159, 2019
Genetic algorithm with local search for community mining in complex networks
D Jin, D He, D Liu, C Baquero
2010 22nd IEEE international conference on tools with artificial …, 2010
Semi-supervised community detection based on non-negative matrix factorization with node popularity
X Liu, W Wang, D He, P Jiao, D Jin, CV Cannistraci
Information Sciences 381, 304-321, 2017
Adaptive community detection incorporating topology and content in social networks
M Qin, D Jin, D He, B Gabrys, K Musial
Proceedings of the 2017 IEEE/ACM International Conference on Advances in …, 2017
Community mining in complex networks clustering combination based genetic algorithm
DX He, X Zhou, Z Wang, CG Zhou, Z Wang, D Jin
Acta Automatica Sinica 36 (8), 1160-1170, 2010
Genetic algorithm with local search for community detection in large-scale complex networks
D Jin, J Liu, B Yang, DX He, DY Liu
Acta Automatica Sinica 37 (7), 873-882, 2011
Modeling with node degree preservation can accurately find communities
D Jin, Z Chen, D He, W Zhang
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Identification of hybrid node and link communities in complex networks
D He, D Jin, Z Chen, W Zhang
Scientific reports 5 (1), 1-14, 2015
Community-centric graph convolutional network for unsupervised community detection
D He, Y Song, D Jin, Z Feng, B Zhang, Z Yu, W Zhang
Proceedings of the Twenty-Ninth International Conference on International …, 2021
Detecting communities with multiplex semantics by distinguishing background, general, and specialized topics
D Jin, K Wang, G Zhang, P Jiao, D He, F Fogelman-Soulie, X Huang
IEEE Transactions on Knowledge and Data Engineering 32 (11), 2144-2158, 2019
Ant colony optimization for community detection in large-scale complex networks
D He, J Liu, D Liu, D Jin, Z Jia
2011 Seventh International Conference on Natural Computation 2, 1151-1155, 2011
Genetic algorithm with ensemble learning for detecting community structure in complex networks
D He, Z Wang, B Yang, C Zhou
2009 Fourth International Conference on Computer Sciences and Convergence …, 2009
Autonomous overlapping community detection in temporal networks: A dynamic Bayesian nonnegative matrix factorization approach
W Wang, P Jiao, D He, D Jin, L Pan, B Gabrys
Knowledge-Based Systems 110, 121-134, 2016
Link community detection using generative model and nonnegative matrix factorization
D He, D Jin, C Baquero, D Liu
PloS One 9 (1), e86899, 2014
Ant colony optimization based on random walk for community detection in complex networks
D Jin, B Yang, J Liu, DY Liu, DX He
Ruanjian Xuebao/Journal of Software 23 (3), 451-464, 2012
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