Clinical Time Series Prediction with a Hierarchical Dynamical System. - Zitao Liu 003; Milos Hauskrecht (AIME, 2013)

Modeling Clinical Time Series Using Gaussian Process Sequences. - Milos Hauskrecht; Zitao Liu 003; Lei Wu (SDM, 2013)

A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification. - Zitao Liu 003 (CoRR, 2013)

Sparse Linear Dynamical System with Its Application in Multivariate Clinical Time Series. - Zitao Liu 003; Milos Hauskrecht (CoRR, 2013)

An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. - Mahdi Pakdaman Naeini; Iyad Batal; Zitao Liu 003; Charmgil Hong; Milos Hauskrecht (SDM, 2014)

A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis. - Zitao Liu 003; Milos Hauskrecht (AAAI, 2015)

Clinical time series prediction: Toward a hierarchical dynamical system framework. - Zitao Liu 003; Milos Hauskrecht (Artif. Intell. Medicine, 2015)

Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data. - Zitao Liu 003; Milos Hauskrecht (AAAI, 2016)

Automatic Summarization of Student Course Feedback. - Wencan Luo; Fei Liu 004; Zitao Liu 003; Diane J. Litman (HLT-NAACL, 2016)

Learning Linear Dynamical Systems from Multivariate Time Series: A Matrix Factorization Based Framework. - Zitao Liu 003; Milos Hauskrecht (SDM, 2016)

A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection. - Zitao Liu 003; Milos Hauskrecht (CIKM, 2017)

A novel ILP framework for summarizing content with high lexical variety. - Wencan Luo; Fei Liu 004; Zitao Liu 003; Diane J. Litman (Nat. Lang. Eng., 2018)