Concepedia

Chengbin Hou

CH

Statistics

Publications

4

Citations

113

H-Index

4

Active since

2019

Affiliations

Southern University of Science and Technology(Current)

University of Birmingham

Chengbin Hou is an author at Southern University of Science and Technology specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceBusinessGraph TheoryDeep LearningNetwork ScienceComputer ScienceMachine LearningNetwork AnalysisKnowledge Discovery

Publications per year

2019–2023

4

Publications

4

GloDyNE: Global Topology Preserving Dynamic Network Embedding

Chengbin Hou, Han Zhang, Shan He et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 44 citations · Full text

Dynamic Network, Graph Neural Network, Network Science +15

RoSANE: Robust and scalable attributed network embedding for sparse networks

Chengbin Hou, Shan He, Ke Tang · Neurocomputing · 2020 · 26 citations

Graph Sparsity, Network Science, Machine Learning +12

Learning Topological Representation for Networks via Hierarchical Sampling

Guoji Fu, Chengbin Hou, Xin Yao · 2019 · 23 citations

Engineering, Network Analysis, Link Prediction +18

Fossil image identification using deep learning ensembles of data augmented multiviews

Chengbin Hou, Xinyu Lin, Hanhui Huang et al. · Methods in Ecology and Evolution · 2023 · 20 citations · Full text

Convolutional Neural Network, Image Classification, Image Analysis +14

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