He Dongxiao
School
College of Intelligence and Computing
Professional Title
Associate professor
Contact Information
18322306957
hedongxiao@tju.edu.cn
Room 317, Building 55B, Peiyang Park Campus,No.135, Yaguan Road, Tianjin Haihe Education Park, Tianjin, China, 300350
300350
Education Background
- BS| Jilin University| Computer Science and Technology| 2007
- MS| Jilin University| Computer Application| 2010
- Computer Application| Jilin University| PhD| 2014
Research Interests
- social network analysis
- community identification
- artificial intelligence
Positions & Employments
-
2014.7-2019.12
School of Computer Science and Technology | Tianjin University
Academic Achievements
- Papers
- [1] Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang. Modeling with node degree preservation can accurately find communities, AAAI-15, Jan 25-30, 2015
- [2] Dongxiao He, Di Jin, Zheng Chen, Weixiong Zhang. Identification of hybrid node and link communities in complex networks. Scientific Reports, 2015, 5, 8638. (SCI, IF: 5.078)
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- [3] Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang. A stochastic model for the detection of heterogeneous link communities in complex networks, AAAI-15, Jan 25-30, 2015 (CCF推荐A类会议，oral)
- [4] Xiao Wang, Xiaochun Cao, Di Jin, Yixin Cao, Dongxiao He. The (un)supervised NMF methods for discovering overlapping communities as well as hubs and outliers in networks. Physica A: Statistical Mechanics and its Applications. 2016, Volume 446, 15 March 2016, Pages 22–34 (SCI, IF: 1.732)
- [5] Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang. Detect overlapping communities via modeling and ranking node popularities. AAAI-16, pp.172-178
- [6] Xiao Liu, Yiming Wei, Jian Wang, Wenjun Wang, Dongxiao He*, Zhanjie Song. Community detection enhancement using non-negative matrix factorization with graph regularization. International Journal of Modern Physics B, 2016, 30(20): 1650130. (JCR四区，IF: 0.85)
- [7] Siwen Yin, Shizhan Chen, Zhiyong Feng, Keman Huang, Dongxiao He*, Peng Zhao, Michael Ying Yang. Node-grained incremental community detection for streaming networks. ICTAI-16 (CCF C类会议长文)
- [8] Wenjun Wang, Pengfei Jiao, Dongxiao He*, Di Jin, Lin Pan, Bogdan Gabrys. Autonomous Overlapping Community Detection in Temporal Networks: A Dynamic Bayesian Nonnegative Matrix Factorization Approach. Knowledge Based Systems, Volume 110, 15 October 2016, Pages 121–134 (SCI, IF: 3.325)
- [9] Liang Yang, Xiaochun Cao, Dongxiao He*, Chuan Wang, Xiao Wang, Weixiong Zhang. Modularity based community detection with deep learning. IJCAI-16, pp 2252-2258. (CCF A类会议长文, full oral)
- [10] Dongxiao He, Hongcui Wang, Di Jin, Baolin Liu, A model framework for the enhancement of community detection in complex networks, Physica A: Statistical Mechanics and its Applications, Volume 461, 1 November 2016, Pages 602–612 (SCI, IF: 1.732)
- [11] Xiao Liu, Wenjun Wang, Dongxiao He*, Pengfei Jiao, Di Jin, Carlo Vittorio Cannistraci, Semi-supervised community detection based on non-negative matrix factorization with node popularity, Information Sciences, Volume 381, March 2017, Pages 304-321 (SCI, IF: 3.858 )
- [12] Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang, Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents, AAAI-17