Concepedia

Daokun Zhang

DZ

13

Publications

767

Citations

12

H-Index

2016

Active since

Affiliations

Monash University(Current)

University of Technology Sydney

Florida Atlantic University

The University of Sydney

Commonwealth Scientific and Industrial Research Organisation

Daokun Zhang is an author at Monash University specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningBusinessGraph TheoryNetwork ScienceComputer ScienceNetwork AnalysisKnowledge DiscoverySocial Network Analysis

Publications per year

2016–2024

13

Publications

13

Towards Unsupervised Deep Graph Structure Learning

Yixin Liu, Yu Zheng, Daokun Zhang et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 177 citations

Homophily, Structure, and Content Augmented Network Representation Learning

Daokun Zhang, Jie Yin, Xingquan Zhu et al. · 2016 · 120 citations

Graph Representation Learning, Machine Learning, Engineering +20

Estimating urban functional distributions with semantics preserved POI embedding

Weiming Huang, Lizhen Cui, Meng Chen et al. · International Journal of Geographical Information Systems · 2022 · 98 citations

Geometric Learning, Proportional Distributions, Engineering +18

User Profile Preserving Social Network Embedding

Daokun Zhang, Jie Yin, Xingquan Zhu et al. · 2017 · 89 citations · Full text

Engineering, Machine Learning, Network Analysis +19

Learning urban region representations with POIs and hierarchical graph infomax

Weiming Huang, Daokun Zhang, Gengchen Mai et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 77 citations

Geometric Learning, Urban Geography, Graph Neural Network +11

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