An unsupervised framework for sensing individual and cluster behavior patterns from human mobile data. - Jiangchuan Zheng; Lionel M. Ni (UbiComp, 2012)

Time-Dependent Trajectory Regression on Road Networks via Multi-Task Learning. - Jiangchuan Zheng; Lionel M. Ni (AAAI, 2013)

Modelling heterogeneous location habits in human populations for location prediction under data sparsity. - James McInerney; Jiangchuan Zheng; Alex Rogers; Nicholas R. Jennings (UbiComp, 2013)

An unsupervised learning approach to social circles detection in ego bluetooth proximity network. - Jiangchuan Zheng; Lionel M. Ni (UbiComp, 2013)

Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (PerCom, 2013)

Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (AAAI, 2014)

User characterization from geographic topic analysis in online social media. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (ASONAM, 2014)

Inferring Road Type in Crowdsourced Map Services. - Ye Ding; Jiangchuan Zheng; Haoyu Tan; Wuman Luo; Lionel M. Ni (DASFAA (2), 2014)

Modeling heterogeneous routing decisions in trajectories for driving experience learning. - Jiangchuan Zheng; Lionel M. Ni (UbiComp, 2014)

Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (MDM (1), 2014)

Unsupervised Learning for Human Mobility Behaviors. - Siyuan Liu 001; Shaojie Tang 001; Jiangchuan Zheng; Lionel M. Ni (INFORMS J. Comput., 2022)