Topic-conditioned novelty detection. - Yiming Yang; Jian Zhang 003; Jaime G. Carbonell; Chun Jin (KDD, 2002)

Semantic Computation in a Chinese Question-Answering System. - Sujian Li; Jian Zhang 003; Huang Xiong; Shuo Bai; Qun Liu 001 (J. Comput. Sci. Technol., 2002)

A Faster Iterative Scaling Algorithm for Conditional Exponential Model. - Rong Jin 001; Rong Yan; Jian Zhang 003; Alexander G. Hauptmann (ICML, 2003)

Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. - Jian Zhang 003; Rong Jin 001; Yiming Yang; Alexander G. Hauptmann (ICML, 2003)

A scalability analysis of classifiers in text categorization. - Yiming Yang; Jian Zhang 003; Bryan Kisiel (SIGIR, 2003)

Robustness of regularized linear classification methods in text categorization. - Jian Zhang 003; Yiming Yang (SIGIR, 2003)

Probabilistic score estimation with piecewise logistic regression. - Jian Zhang 003; Yiming Yang (ICML, 2004)

A Probabilistic Model for Online Document Clustering with Application to Novelty Detection. - Jian Zhang 003; Zoubin Ghahramani; Yiming Yang (NIPS, 2004)

A smoothed boosting algorithm using probabilistic output codes. - Rong Jin 001; Jian Zhang 003 (ICML, 2005)

Learning Multiple Related Tasks using Latent Independent Component Analysis. - Jian Zhang 003; Zoubin Ghahramani; Yiming Yang (NIPS, 2005)

Robustness of adaptive filtering methods in a cross-benchmark evaluation. - Yiming Yang; Shinjae Yoo; Jian Zhang 003; Bryan Kisiel (SIGIR, 2005)

A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification. - Rong Yan; Jian Zhang 003; Jie Yang 001; Alexander G. Hauptmann (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

On the value of pairwise constraints in classification and consistency. - Jian Zhang 003; Rong Yan (ICML, 2007)

Statistical Translation, Heat Kernels and Expected Distances. - Joshua V. Dillon; Yi Mao; Guy Lebanon; Jian Zhang 003 (UAI, 2007)

Multi-Class Learning by Smoothed Boosting. - Rong Jin 001; Jian Zhang 003 (Mach. Learn., 2007)

Flexible latent variable models for multi-task learning. - Jian Zhang 003; Zoubin Ghahramani; Yiming Yang (Mach. Learn., 2008)

Modeling and Integrating Background Knowledge in Data Anonymization. - Tiancheng Li; Ninghui Li; Jian Zhang 003 (ICDE, 2009)

Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery. - Han Liu 001; Mark Palatucci; Jian Zhang 003 (ICML, 2009)

Transfer Learning Using Task-Level Features with Application to Information Retrieval. - Rong Yan; Jian Zhang 003 (IJCAI, 2009)

The Entire Quantile Path of a Risk-Agnostic SVM Classifier. - Jin Yu; S. V. N. Vishwanathan; Jian Zhang 003 (UAI, 2009)

Slicing: A New Approach to Privacy Preserving Data Publishing - Tiancheng Li; Ninghui Li; Jian Zhang 003; Ian M. Molloy (CoRR, 2009)

Estimation Consistency of the Group Lasso and its Applications. - Han Liu 001; Jian Zhang 003 (AISTATS, 2009)

The Group Dantzig Selector. - Han Liu 001; Jian Zhang 003; Xiaoye Jiang; Jun Liu 003 (AISTATS, 2010)

Experiments on Domain Adaptation for Patent Machine Translation in the PLuTO project. - Alexandru Ceausu; John Tinsley; Jian Zhang 003; Andy Way (EAMT, 2011)

Multiple Instance Learning on Structured Data. - Dan Zhang 007; Yan Liu 002; Luo Si; Jian Zhang 003; Richard D. Lawrence (NIPS, 2011)

Slicing: A New Approach for Privacy Preserving Data Publishing. - Tiancheng Li; Ninghui Li; Jian Zhang 003; Ian M. Molloy (IEEE Trans. Knowl. Data Eng., 2012)

A probabilistic feature-based fill-up for SMT. - Jian Zhang 003; Liangyou Li; Andy Way; Qun Liu 001 (AMTA, 2014)

Topic-Informed Neural Machine Translation. - Jian Zhang 003; Liangyou Li; Andy Way; Qun Liu 001 (COLING, 2016)

Fast Gated Neural Domain Adaptation: Language Model as a Case Study. - Jian Zhang 003; Xiaofeng Wu; Andy Way; Qun Liu 001 (COLING, 2016)