Tree-Structured Infinite Sparse Factor Model. - XianXing Zhang; David B. Dunson; Lawrence Carin (ICML, 2011)

Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices. - XianXing Zhang; David B. Dunson; Lawrence Carin (NIPS, 2011)

Joint Modeling of a Matrix with Associated Text via Latent Binary Features. - XianXing Zhang; Lawrence Carin (NIPS, 2012)

Nested Dictionary Learning for Hierarchical Organization of Imagery and Text. - Lingbo Li 002; XianXing Zhang; Mingyuan Zhou; Lawrence Carin (UAI, 2012)

Probabilistic Methods for Distributed Learning. - XianXing Zhang (2014)

GLMix: Generalized Linear Mixed Models For Large-Scale Response Prediction. - XianXing Zhang; Yitong Zhou; Yiming Ma; Bee-Chung Chen; Liang Zhang 021; Deepak Agarwal (KDD, 2016)