A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification. - Guo-Xun Yuan; Kai-Wei Chang; Cho-Jui Hsieh; Chih-Jen Lin (J. Mach. Learn. Res., 2010)

Scalable Training of Sparse Linear SVMs. - Guo-Xun Yuan; Kwan-Liu Ma (ICDM, 2012)

An Improved GLMNET for L1-regularized Logistic Regression. - Guo-Xun Yuan; Chia-Hua Ho; Chih-Jen Lin (J. Mach. Learn. Res., 2012)

Recent Advances of Large-Scale Linear Classification. - Guo-Xun Yuan; Chia-Hua Ho; Chih-Jen Lin (Proc. IEEE, 2012)

Visualizing Flow of Uncertainty through Analytical Processes. - Yingcai Wu; Guo-Xun Yuan; Kwan-Liu Ma (IEEE Trans. Vis. Comput. Graph., 2012)

Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification. - Yong Zhuang; Yu-Chin Juan; Guo-Xun Yuan; Chih-Jen Lin (CIKM, 2018)