Multistep-Ahead Time Series Prediction. - Haibin Cheng; Pang-Ning Tan; Jing Gao; Jerry Scripps (PAKDD, 2006)

Semi-supervised outlier detection. - Jing Gao; Haibin Cheng; Pang-Ning Tan (SAC, 2006)

A Novel Framework for Incorporating Labeled Examples into Anomaly Detection. - Jing Gao; Haibin Cheng; Pang-Ning Tan (SDM, 2006)

Semi-Supervised Clustering with Partial Background Information. - Jing Gao; Pang-Ning Tan; Haibin Cheng (SDM, 2006)

Recommendation via Query Centered Random Walk on K-Partite Graph. - Haibin Cheng; Pang-Ning Tan; Jon Sticklen; William F. Punch (ICDM, 2007)

Nonlinear Feature Selection by Relevance Feature Vector Machine. - Haibin Cheng; Haifeng Chen; Guofei Jiang; Kenji Yoshihira (MLDM, 2007)

Localized Support Vector Machine and Its Efficient Algorithm. - Haibin Cheng; Pang-Ning Tan; Rong Jin 001 (SDM, 2007)

Data mining for visual exploration and detection of ecosystem disturbances. - Haibin Cheng; Pang-Ning Tan; Christopher Potter; Steven A. Klooster (GIS, 2008)

Exploiting Local and Global Invariants for the Management of Large Scale Information Systems. - Haifeng Chen; Haibin Cheng; Guofei Jiang; Kenji Yoshihira (ICDM, 2008)

A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time Series. - Haibin Cheng; Pang-Ning Tan; Christopher Potter; Steven A. Klooster (ICDM Workshops, 2008)

Maximum Margin Active Learning for Sequence Labeling with Different Length. - Haibin Cheng; Ruofei Zhang; Yefei Peng; Jianchang Mao; Pang-Ning Tan (ICDM, 2008)

Semi-supervised learning with data calibration for long-term time series forecasting. - Haibin Cheng; Pang-Ning Tan (KDD, 2008)

Detection and Characterization of Anomalies in Multivariate Time Series. - Haibin Cheng; Pang-Ning Tan; Christopher Potter; Steven A. Klooster (SDM, 2009)

Personalized click prediction in sponsored search. - Haibin Cheng; Erick Cantú-Paz (WSDM, 2010)

Efficient Algorithm for Localized Support Vector Machine. - Haibin Cheng; Pang-Ning Tan; Rong Jin 001 (IEEE Trans. Knowl. Data Eng., 2010)

Dynamic ad layout revenue optimization for display advertising. - Haibin Cheng; Eren Manavoglu; Ying Cui; Ruofei Zhang; Jianchang Mao (AdKDD@KDD, 2012)

Multimedia features for click prediction of new ads in display advertising. - Haibin Cheng; Roelof van Zwol; Javad Azimi; Eren Manavoglu; Ruofei Zhang; Yang Zhou 033; Vidhya Navalpakkam (KDD, 2012)

Post-click conversion modeling and analysis for non-guaranteed delivery display advertising. - Rómer Rosales; Haibin Cheng; Eren Manavoglu (WSDM, 2012)

Real-time Personalization using Embeddings for Search Ranking at Airbnb. - Mihajlo Grbovic; Haibin Cheng (KDD, 2018)