Bayesian target detection and localization using a dual-mode sensor. - Darryl Morrell; Ya Xue (ICASSP, 2002)

On Semi-Supervised Classification. - Balaji Krishnapuram; David Williams; Ya Xue; Alexander J. Hartemink; Lawrence Carin; Mário A. T. Figueiredo (NIPS, 2004)

Logistic regression with an auxiliary data source. - Xuejun Liao; Ya Xue; Lawrence Carin (ICML, 2005)

Incomplete-data classification using logistic regression. - David Williams; Xuejun Liao; Ya Xue; Lawrence Carin (ICML, 2005)

The matrix stick-breaking process for flexible multi-task learning. - Ya Xue; David B. Dunson; Lawrence Carin (ICML, 2007)

Multi-Task Learning for Classification with Dirichlet Process Priors. - Ya Xue; Xuejun Liao; Lawrence Carin; Balaji Krishnapuram (J. Mach. Learn. Res., 2007)

On Classification with Incomplete Data. - David Williams; Xuejun Liao; Ya Xue; Lawrence Carin; Balaji Krishnapuram (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Multitask Classification by Learning the Task Relevance. - Jun Fang 001; Shihao Ji 001; Ya Xue; Lawrence Carin (IEEE Signal Process. Lett., 2008)

Bayesian Compressive Sensing. - Shihao Ji 001; Ya Xue; Lawrence Carin (IEEE Trans. Signal Process., 2008)

Gaussian process for long-term time-series forecasting. - Weizhong Yan; Hai Qiu; Ya Xue (IJCNN, 2009)

Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems. - Ya Xue; Neil H. W. Eklund; Xiao Hu; Weizhong Yan (IJCNN, 2010)

Learning mixtures of experts with a hybrid generative-discriminative algorithm. - Ya Xue; Xiao Hu; Weizhong Yan; Hai Qiu (IJCNN, 2010)

Image congealing via efficient feature selection. - Ya Xue; Xiaoming Liu 002 (WACV, 2012)

p-PIC: Parallel power iteration clustering for big data. - Weizhong Yan; Umang Brahmakshatriya; Ya Xue; Mark Gilder; G. Bowden Wise (J. Parallel Distributed Comput., 2013)

Double graphs-based discriminant projections for dimensionality reduction. - Jianping Gou; Ya Xue; Hongxing Ma; Yong Liu; Yongzhao Zhan 001; Jia Ke (Neural Comput. Appl., 2020)

Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction. - Jianping Gou; Xia Yuan; Ya Xue; Lan Du 002; Jiali Yu; Shuyin Xia; Zhang Yi 001 (Neural Networks, 2023)