Yan Li

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 15

Top Topics

Survival Analysis

Linear Regression

Knowledge Transfer

Top Venues

Publications

Yan Li, Lu Wang, Jiayu Zhou, Jieping Ye
Multi-task learning based survival analysis for multi-source block-wise missing data. Neurocomputing 364 (2019)
Yan Li, Jieping Ye
Learning Adversarial Networks for Semi-Supervised Text Classification via Policy Gradient. KDD (2018)
Yan Li, Tao Yang, Jiayu Zhou, Jieping Ye
Multi-Task Learning based Survival Analysis for Predicting Alzheimer's Disease Progression with Multi-Source Block-wise Missing Data. SDM (2018)
Ping Wang, Yan Li, Chandan K. Reddy
Machine Learning for Survival Analysis: A Survey. CoRR (2017)
Bhanukiran Vinzamuri, Yan Li, Chandan K. Reddy
Pre-Processing Censored Survival Data Using Inverse Covariance Matrix Based Calibration. IEEE Trans. Knowl. Data Eng. 29 (10) (2017)
Lu Wang, Yan Li, Jiayu Zhou, Dongxiao Zhu, Jieping Ye
Multi-task Survival Analysis. ICDM (2017)
Lu Wang, Dongxiao Zhu, Ming Dong, Yan Li
Modeling Over-Dispersion for Network Data Clustering. ICMLA (2017)
Yan Li, Lu Wang, Jie Wang, Jieping Ye, Chandan K. Reddy
Transfer Learning for Survival Analysis via Efficient L2, 1-Norm Regularized Cox Regression. ICDM (2016)
Lu Wang, Dongxiao Zhu, Yan Li, Ming Dong
Poisson-Markov Mixture Model and Parallel Algorithm for Binning Massive and Heterogenous DNA Sequencing Reads. ISBRA (2016)
Yan Li, Bhanukiran Vinzamuri, Chandan K. Reddy
Regularized Weighted Linear Regression for High-dimensional Censored Data. SDM (2016)
Yan Li, Vineeth Rakesh, Chandan K. Reddy
Project Success Prediction in Crowdfunding Environments. WSDM (2016)
Yan Li, Changxin Bai, Chandan K. Reddy
A distributed ensemble approach for mining healthcare data under privacy constraints. Inf. Sci. 330 (2016)
Yan Li, Kevin S. Xu, Chandan K. Reddy
Regularized Parametric Regression for High-dimensional Survival Analysis. SDM (2016)
Yan Li, Jie Wang, Jieping Ye, Chandan K. Reddy
A Multi-Task Learning Formulation for Survival Analysis. KDD (2016)
Yan Li, Bhanukiran Vinzamuri, Chandan K. Reddy
Constrained elastic net based knowledge transfer for healthcare information exchange. Data Min. Knowl. Discov. 29 (4) (2015)
Bhanukiran Vinzamuri, Yan Li, Chandan K. Reddy
Active Learning based Survival Regression for Censored Data. CIKM (2014)