I. Journal Papers (* indicates corresponding author, )
Liu, L., Zhang, J.* and Li, C. (2025+). A variational approach to detect communities in weighted networks. JUSTC, in press.
Zhang, Y., Sun, Y., He, J., Zhang, J.* and Wang, J. (2025+). On optimal tracking of structural changes in time-varying networks, Journal of Computational and Graphical Statistics, in press
Zhang, J., Wang, J. and Wang, X.* (2024). Consistent community detection in inter-layer dependent multi-layer networks. Journal of the American Statistical Association, 119(548), 3141-3151.
Zhang, Y., Zhang, J*., Sun, Y. and Wang, J. (2024). Change point detection in dynamic network via regularized tensor decomposition. Journal of Computational and Graphical Statistics, 33(2), 515-524.
Zhang, J.*, Li, C. and Wang, J. (2023). A stochastic block Ising model for multi-layer networks with inter-layer dependence. Biometrics, 79(4), 3564-3573.
Zhang, J.* and Wang, J. (2022). Identifiability and parameter estimation of the overlapped stochastic co-block model. Statistics and Computing, 32 (4), 57.
Zhang, J., He, X. and Wang, J.* (2022) Directed community detection with network embedding. Journal of the American Statistical Association, 117(540), 1809-1819.