Zubin Abraham

Principal Researcher, Research, Bosch

Joined

November 2024

Names

Zubin Abraham (Preferred)

Emails

****@us.bosch.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Research, Bosch (bosch.com)

2013 – Present

PhD student

Research , Michigan State University (msu.edu)

2009 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Pang-Ning Tan

Present

Expertise

Time series

Present

Publications

MLLM4TS: Leveraging Vision and Multimodal Language Models for General Time-Series Analysis
Qinghua Liu, Sam Heshmati, Zheda Mai, Zubin Abraham, John Paparrizos, Liu Ren
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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
- ICASSP 2025
- Readers: Everyone
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
- CVPR Workshops 2025
- Readers: Everyone
Concept drift detection and adaptation with hierarchical hypothesis testing
Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, Yantao Wei, José C. Príncipe
- 2019 (modified: 07 Nov 2025)
- J. Frankl. Inst. 2019
- Readers: Everyone
Distribution Preserving Multi-task Regression for Spatio-Temporal Data
Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami
- ICDM 2018
- Readers: Everyone
Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing
Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, José C. Príncipe
- CoRR 2017
- Readers: Everyone
Concept Drift Detection with Hierarchical Hypothesis Testing
Shujian Yu, Zubin Abraham
- 2017 (modified: 07 Nov 2025)
- SDM 2017
- Readers: Everyone
Concept drift detection for streaming data
Heng Wang, Zubin Abraham
- IJCNN 2015
- Readers: Everyone
Concept Drift Detection for Imbalanced Stream Data
Heng Wang, Zubin Abraham
- CoRR 2015
- Readers: Everyone
Contour regression: A distribution-regularized regression framework for climate modeling
Zubin Abraham, Pang-Ning Tan, Perdinan, Julie A. Winkler, Shiyuan Zhong, Malgorzata Liszewska
- Stat. Anal. Data Min. 2014
- Readers: Everyone

View all 17 publications

Co-Authors

View all 30 co-authors