Yunpeng Zhao

Assistant Professor

  • 117 Citations
  • 4 h-Index
20112021

Research output per year

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Research Output

  • 117 Citations
  • 4 h-Index
  • 12 Article
  • 2 Conference contribution
  • 1 Review article
2020
2019

Corrected Bayesian Information Criterion for Stochastic Block Models

Hu, J., Qin, H., Yan, T. & Zhao, Y., Jan 1 2019, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

1 Scopus citations

Location Prediction with Communities in User Ego-Net in Social Media

Wagenseller, P., Avram, A., Jiang, E., Wang, F. & Zhao, Y., May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8761695. (IEEE International Conference on Communications; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Logistic regression augmented community detection for network data with application in identifying autism-related gene pathways

Zhao, Y., Pan, Q. & Du, C., Mar 2019, In : Biometrics. 75, 1, p. 222-234 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Network inference from grouped observations using hub models

Zhao, Y. & Weko, C., Jan 1 2019, In : Statistica Sinica. 29, 1, p. 225-244 20 p.

Research output: Contribution to journalArticle

1 Scopus citations

On consistency of graph-based semi-supervised learning

Du, C., Zhao, Y. & Wang, F., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 483-491 9 p. 8884958. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Estimating large covariance matrix with network topology for high-dimensional biomedical data

Chen, S., Kang, J., Xing, Y., Zhao, Y. & Milton, D. K., Nov 2018, In : Computational Statistics and Data Analysis. 127, p. 82-95 14 p.

Research output: Contribution to journalArticle

1 Scopus citations
2017

A survey on theoretical advances of community detection in networks

Zhao, Y., Sep 1 2017, In : Wiley Interdisciplinary Reviews: Computational Statistics. 9, 5, e1403.

Research output: Contribution to journalReview article

4 Scopus citations

Link Prediction for Partially Observed Networks

Zhao, Y., Wu, Y. J., Levina, E. & Zhu, J., Jul 3 2017, In : Journal of Computational and Graphical Statistics. 26, 3, p. 725-733 9 p.

Research output: Contribution to journalArticle

6 Scopus citations

Penalized component hub models

Weko, C. & Zhao, Y., May 1 2017, In : Social Networks. 49, p. 27-36 10 p.

Research output: Contribution to journalArticle

2016

Asymptotics of score test in the generalized β-model for networks

Yan, T. & Zhao, Y., Dec 1 2016, In : Statistics and Probability Letters. 119, p. 163-169 7 p.

Research output: Contribution to journalArticle

1 Scopus citations

Integrative weighted group lasso and generalized local quadratic approximation

Pan, Q. & Zhao, Y., Dec 1 2016, In : Computational Statistics and Data Analysis. 104, p. 66-78 13 p.

Research output: Contribution to journalArticle

1 Scopus citations
2015

Asymptotic normality in the maximum entropy models on graphs with an increasing number of parameters

Yan, T., Zhao, Y. & Qin, H., Jan 1 2015, In : Journal of Multivariate Analysis. 133, p. 61-76 16 p.

Research output: Contribution to journalArticle

Open Access
14 Scopus citations

Correction to the proof of consistency of community detection

Bickel, P. J., Chen, A., Zhao, Y., Levina, E. & Zhu, J. I., Feb 1 2015, In : Annals of Statistics. 43, 1, p. 462-466 5 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations
2011

Community extraction for social networks

Zhao, Y., Levina, E. & Zhu, J., May 3 2011, In : Proceedings of the National Academy of Sciences of the United States of America. 108, 18, p. 7321-7326 6 p.

Research output: Contribution to journalArticle

86 Scopus citations