Discovering Contexts and Contextual Outliers Using Random Walks in Graphs. - Xiang Wang 001; Ian Davidson (ICDM, 2009)

Active Spectral Clustering. - Xiang Wang 001; Ian Davidson (ICDM, 2010)

Flexible constrained spectral clustering. - Xiang Wang 001; Ian Davidson (KDD, 2010)

Improving document clustering using automated machine translation. - Xiang Wang 001; Buyue Qian; Ian Davidson (CIKM, 2012)

Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering. - Xiang Wang 001; Buyue Qian; Ian Davidson (ICDM, 2012)

A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning - Buyue Qian; Xiang Wang 001; Ian Davidson (CoRR, 2012)

Topic Mining over Asynchronous Text Sequences. - Xiang Wang 001; Xiaoming Jin; Mengen Chen; Kai Zhang; Dou Shen (IEEE Trans. Knowl. Data Eng., 2012)

Clustering with Complex Constraints - Algorithms and Applications. - Weifeng Zhi; Xiang Wang 001; Buyue Qian; Patrick Butler; Naren Ramakrishnan; Ian Davidson (AAAI, 2013)

Fast Pairwise Query Selection for Large-Scale Active Learning to Rank. - Buyue Qian; Xiang Wang 001; Jun Wang 006; Hongfei Li; Nan Cao 001; Weifeng Zhi; Ian Davidson (ICDM, 2013)

Exploring Patient Risk Groups with Incomplete Knowledge. - Xiang Wang 001; Fei Wang 001; Jun Wang 006; Buyue Qian; Jianying Hu (ICDM, 2013)

Active Learning from Relative Queries. - Buyue Qian; Xiang Wang 001; Fei Wang 001; Hongfei Li; Jieping Ye; Ian Davidson (IJCAI, 2013)

Active Learning to Rank using Pairwise Supervision. - Ian Davidson; Hongfei Li; Buyue Qian; Jun Wang 006; Xiang Wang 001 (SDM, 2013)

Multi-objective Multi-view Spectral Clustering via Pareto Optimization. - Ian Davidson; Buyue Qian; Xiang Wang 001; Jieping Ye (SDM, 2013)

Clinical Risk Prediction by Exploring High-Order Feature Correlations. - Fei Wang 001; Ping Zhang 016; Xiang Wang 001; Jianying Hu (AMIA, 2014)

Exploring Joint Disease Risk Prediction. - Xiang Wang 001; Fei Wang 001; Jianying Hu; Robert Sorrentino (AMIA, 2014)

A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery. - Xiang Wang 001; Fei Wang 001; Jianying Hu (ICPR, 2014)

Unsupervised learning of disease progression models. - Xiang Wang 001; David A. Sontag; Fei Wang 001 (KDD, 2014)

Clinical risk prediction with multilinear sparse logistic regression. - Fei Wang 001; Ping Zhang 016; Buyue Qian; Xiang Wang 001; Ian Davidson (KDD, 2014)

Self-Taught Spectral Clustering via Constraint Augmentation. - Xiang Wang 001; Jun Wang 006; Buyue Qian; Fei Wang 001; Ian Davidson (SDM, 2014)

On constrained spectral clustering and its applications. - Xiang Wang 001; Buyue Qian; Ian Davidson (Data Min. Knowl. Discov., 2014)

Learning Multiple Relative Attributes With Humans in the Loop. - Buyue Qian; Xiang Wang 001; Nan Cao 001; Yu-Gang Jiang 001; Ian Davidson (IEEE Trans. Image Process., 2014)

Propagating Ranking Functions on a Graph: Algorithms and Applications. - Buyue Qian; Xiang Wang 001; Ian Davidson (AAAI, 2015)

Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. - Chia-Tung Kuo; Xiang Wang 001; Peter B. Walker; Owen T. Carmichael; Jieping Ye; Ian Davidson (KDD, 2015)

A relative similarity based method for interactive patient risk prediction. - Buyue Qian; Xiang Wang 001; Nan Cao 001; Hongfei Li; Yu-Gang Jiang 001 (Data Min. Knowl. Discov., 2015)

Towards actionable risk stratification: A bilinear approach. - Xiang Wang 001; Fei Wang 001; Jianying Hu; Robert Sorrentino (J. Biomed. Informatics, 2015)

A Reconstruction Error Based Framework for Multi-Label and Multi-View Learning. - Buyue Qian; Xiang Wang 001; Jieping Ye; Ian Davidson (IEEE Trans. Knowl. Data Eng., 2015)