Discriminative Subnetworks with Regularized Spectral Learning for Global-State Network Data. - Xuan-Hong Dang; Ambuj K. Singh; Petko Bogdanov; Hongyuan You; Bayyuan Hsu (ECML/PKDD (1), 2014)

Learning Predictive Substructures with Regularization for Network Data. - Xuan-Hong Dang; Hongyuan You; Petko Bogdanov; Ambuj K. Singh (ICDM, 2015)

Automated brain state identification using graph embedding. - Hongyuan You; Adam Liska; Nathan Russell; Payel Das (PRNI, 2017)

Subnetwork Mining with Spatial and Temporal Smoothness. - Xuan-Hong Dang; Hongyuan You; Ambuj K. Singh; Scott T. Grafton (SDM, 2017)

DANR: Discrepancy-aware Network Regularization. - Hongyuan You; Furkan Kocayusufoglu; Ambuj K. Singh (SDM, 2020)

Learning Interpretable Models for Coupled Networks Under Domain Constraints. - Hongyuan You; Sikun Lin; Ambuj K. Singh (AAAI, 2021)

Leveraging Network Information for Data-Driven Scientific Discovery. - Hongyuan You (2021)