Enhanced Maximum AUC Linear Classifier. - Xiannian Fan; Ke Tang 001 (FSKD, 2010)

Margin-Based Over-Sampling Method for Learning from Imbalanced Datasets. - Xiannian Fan; Ke Tang 001; Thomas Weise 001 (PAKDD (2), 2011)

Tightening Bounds for Bayesian Network Structure Learning. - Xiannian Fan; Changhe Yuan; Brandon M. Malone (AAAI, 2014)

Finding Optimal Bayesian Network Structures with Constraints Learned from Data. - Xiannian Fan; Brandon M. Malone; Changhe Yuan (UAI, 2014)

An Improved Lower Bound for Bayesian Network Structure Learning. - Xiannian Fan; Changhe Yuan (AAAI, 2015)

Scale Up Bayesian Network Learning. - Xiannian Fan (2016)

A Combinational Optimization Approach for Advertising Budget Allocation. - Deguang Kong; Xiannian Fan; Konstantin Shmakov; Jian Yang 002 (WWW (Companion Volume), 2018)