Patient Risk Prediction Model via Top-k Stability Selection. - Jianying Hu; Yashu Liu 001; Jimeng Sun 001; Jieping Ye; Jiayu Zhou (SDM, 2013)

Sparse Generalized Functional Linear Model for Predicting Remission Status of Depression Patients. - Yashu Liu 001; Zhi Nie; Jiayu Zhou; Michael Farnum; Vaibhav A. Narayan; Gayle M. Wittenberg; Jieping Ye (Pacific Symposium on Biocomputing, 2014)

Boosting classification accuracy of diffusion MRI derived brain networks for the subtypes of mild cognitive impairment using higher order singular value decomposition. - Liang Zhan; Yashu Liu 001; Jiayu Zhou; Jieping Ye; Paul M. Thompson (ISBI, 2015)

Melancholic Depression Prediction by Identifying Representative Features in Metabolic and Microarray Profiles with Missing Values. - Zhi Nie; Tao Yang 016; Yashu Liu 001; Binbin Lin; Qingyang Li 001; Vaibhav A. Narayan; Gayle M. Wittenberg; Jieping Ye (Pacific Symposium on Biocomputing, 2015)

An Efficient Algorithm For Weak Hierarchical Lasso. - Yashu Liu 001; Jie Wang 005; Jieping Ye (ACM Trans. Knowl. Discov. Data, 2016)

Computational Drug Discovery with Dyadic Positive-Unlabeled Learning. - Yashu Liu 001; Shuang Qiu; Ping Zhang 016; Pinghua Gong; Fei Wang 001; Guoliang Xue; Jieping Ye (SDM, 2017)

Mining Data with Feature Interactions. - Yashu Liu 001 (2018)