Xiang Wang

Publication Activity (10 Years)

Years Active: 2009-2015
Publications (10 Years): 0

Top Topics

Learning To Rank

Active Learning

Direct Optimization

Spectral Clustering

Top Venues

Publications

Chia-Tung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson
Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. KDD (2015)
Buyue Qian, Xiang Wang, Ian Davidson
Propagating Ranking Functions on a Graph: Algorithms and Applications. AAAI (2015)
Buyue Qian, Xiang Wang, Jieping Ye, Ian Davidson
A Reconstruction Error Based Framework for Multi-Label and Multi-View Learning. IEEE Trans. Knowl. Data Eng. 27 (3) (2015)
Buyue Qian, Xiang Wang, Nan Cao, Hongfei Li, Yu-Gang Jiang
A relative similarity based method for interactive patient risk prediction. Data Min. Knowl. Discov. 29 (4) (2015)
Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino
Towards actionable risk stratification: A bilinear approach. J. Biomed. Informatics 53 (2015)
Fei Wang, Ping Zhang, Buyue Qian, Xiang Wang, Ian Davidson
Clinical risk prediction with multilinear sparse logistic regression. KDD (2014)
Fei Wang, Ping Zhang, Xiang Wang, Jianying Hu
Clinical Risk Prediction by Exploring High-Order Feature Correlations. AMIA (2014)
Xiang Wang, David A. Sontag, Fei Wang
Unsupervised learning of disease progression models. KDD (2014)
Xiang Wang, Fei Wang, Jianying Hu
A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery. ICPR (2014)
Buyue Qian, Xiang Wang, Nan Cao, Yu-Gang Jiang, Ian Davidson
Learning Multiple Relative Attributes With Humans in the Loop. IEEE Trans. Image Process. 23 (12) (2014)
Xiang Wang, Jun Wang, Buyue Qian, Fei Wang, Ian Davidson
Self-Taught Spectral Clustering via Constraint Augmentation. SDM (2014)
Xiang Wang, Buyue Qian, Ian Davidson
On constrained spectral clustering and its applications. Data Min. Knowl. Discov. 28 (1) (2014)
Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino
Exploring Joint Disease Risk Prediction. AMIA (2014)
Buyue Qian, Xiang Wang, Fei Wang, Hongfei Li, Jieping Ye, Ian Davidson
Active Learning from Relative Queries. IJCAI (2013)
Ian Davidson, Hongfei Li, Buyue Qian, Jun Wang, Xiang Wang
Active Learning to Rank using Pairwise Supervision. SDM (2013)
Buyue Qian, Xiang Wang, Jun Wang, Hongfei Li, Nan Cao, Weifeng Zhi, Ian Davidson
Fast Pairwise Query Selection for Large-Scale Active Learning to Rank. ICDM (2013)
Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson
Clustering with Complex Constraints - Algorithms and Applications. AAAI (2013)
Xiang Wang, Fei Wang, Jun Wang, Buyue Qian, Jianying Hu
Exploring Patient Risk Groups with Incomplete Knowledge. ICDM (2013)
Ian Davidson, Buyue Qian, Xiang Wang, Jieping Ye
Multi-objective Multi-view Spectral Clustering via Pareto Optimization. SDM (2013)
Xiang Wang, Buyue Qian, Ian Davidson
On Constrained Spectral Clustering and Its Applications CoRR (2012)
Xiang Wang, Buyue Qian, Ian Davidson
Improving document clustering using automated machine translation. CIKM (2012)
Xiang Wang, Buyue Qian, Ian Davidson
Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering. ICDM (2012)
Buyue Qian, Xiang Wang, Ian Davidson
A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning CoRR (2012)
Xiang Wang, Ian Davidson
Flexible constrained spectral clustering. KDD (2010)
Xiang Wang, Ian Davidson
Active Spectral Clustering. ICDM (2010)
Xiang Wang, Ian Davidson
Discovering Contexts and Contextual Outliers Using Random Walks in Graphs. ICDM (2009)