Research output per year
Research output per year
Personal profile
Biography
Daokun Zhang is currently an Adjunct Lecturer with Department of Data Science & AI, Faculty of Information Technology, Monash University, Australia. Prior to that, he was a Postdoctoral Research Associate at The University of Sydney Business School. Dr Zhang received his Ph.D degree in data science from the University of Technology Sydney, NSW, Australia.
Education/Academic qualification
Data Science, Ph.D degree
Award Date: 12 Nov 2019
Research area keywords
- Network Analysis
- Knowledge Graphs
- Weakly Supervised Learning
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Personality traits prediction based on sparse digital footprints via discriminative matrix factorization
Wang, S., Zhang, D., Cui, L., Lu, X., Liu, L. & Li, Q., 2021, Database Systems for Advanced Applications: 26th International Conference, DASFAA 2021 Taipei, Taiwan, April 11–14, 2021 Proceedings, Part II. Jensen, C. S., Lim, E-P., Yang, D-N., Lee, W-C., S. Tseng, V., Kalogeraki, V., Huang, J-W. & Shen, C-Y. (eds.). Cham Switzerland: Springer, p. 692-700 9 p. (Lecture Notes in Computer Science; vol. 12682).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Search efficient binary network embedding
Zhang, D., Yin, J., Zhu, X. & Zhang, C., Jun 2021, In: ACM Transactions on Knowledge Discovery from Data. 15, 4, 27 p., 3436892.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Network representation learning: A survey
Zhang, D., Yin, J., Zhu, X. & Zhang, C., 25 Jun 2020, In: IEEE Transactions on Big Data. 6, 1, p. 3-28 26 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Attributed network embedding via subspace discovery
Zhang, D., Yin, J., Zhu, X. & Zhang, C., Nov 2019, In: Data Mining and Knowledge Discovery. 33, 6, p. 1953-1980 28 p.Research output: Contribution to journal › Article › Research › peer-review
8 Citations (Scopus) -
MetaGraph2Vec: complex semantic path augmented heterogeneous network embedding
Zhang, D., Yin, J., Zhu, X. & Zhang, C., 2018, Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia Conference, PAKDD 2018 Melbourne, VIC, Australia, June 3–6, 2018 Proceedings, Part II. Phung, D., Tseng, V. S., Webb, G. I., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham Switzerland: Springer, p. 196-208 13 p. (Lecture Notes in Computer Science; vol. 10938).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
50 Citations (Scopus)