Dongxiao He

A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

Di Jin, Zhizhi Yu, Pengfei Jiao et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 371 citations

Computing, Data Science, Community Assessment +12

Modularity based community detection with deep learning

Liang Yang, Xiaochun Cao, Dongxiao He et al. · 2016 · 172 citations

Computing, Bioinformatics, Community Assessment +16

Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks

Di Jin, Ziyang Liu, Weihao Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 139 citations · Full text

Computing, Computer Science, Feature Engineering +16

Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily

Tao Wang, Di Jin, Rui Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 104 citations · Full text

Computing, Computer Science, Computer Networks +14

Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents

Dongxiao He, Zhiyong Feng, Di Jin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 98 citations · Full text

Computing, Computer Science, Complex Systems +16