| 2025 | CVPR | Efficiently Mitigating Video Content Misalignment on Large Vision Model with Time-Series Data Alignment. | Hanchen Xie, Rose Ma, Jiageng Zhu, Zheda Mai, Wael Abd-Almageed, Zubin Abraham |
| 2025 | ICASSP | Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data. | Jiageng Zhu, Kehao Li, Zheda Mai, Hanchen Xie, Wael AbdAlmageed, Zubin Abraham |
| 2018 | ICDM | Distribution Preserving Multi-task Regression for Spatio-Temporal Data. | Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami |
| 2017 | SDM | Concept Drift Detection with Hierarchical Hypothesis Testing. | Shujian Yu, Zubin Abraham |
| 2015 | IJCNN | Concept drift detection for streaming data. | Heng Wang, Zubin Abraham |
| 2013 | SDM | Distribution Regularized Regression Framework for Climate Modeling. | Zubin Abraham, Malgorzata Liszewska, Perdinan, Pang-Ning Tan, Julie Winkler, Shiyuan Zhong |
| 2012 | PAKDD | Extreme Value Prediction for Zero-Inflated Data. | Fan Xin, Zubin Abraham |
| 2010 | SDM | An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data. | Zubin Abraham, Pang-Ning Tan |
| 2009 | ICDM | A Semi-supervised Framework for Simultaneous Classification and Regression of Zero-Inflated Time Series Data with Application to Precipitation Prediction. | Zubin Abraham, Pang-Ning Tan |