Scholar
Gautam Sreekumar
Google Scholar ID: mBrW_AkAAAAJ
Michigan State University
Citations & Impact
Citations
382
H-index
5
i10-index
3
Publications
14
Co-authors
17
list available
Publications
Resume (English only)
Academic Achievements
- InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning, ArXiv, 2025
- Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift, ArXiv, 2025
- CoInD: Enabling Logical Compositions in Diffusion Models, ICLR, 2025
- OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes, ICLR, 2025 (Spotlight)
- Physics Informed Neural Network for Dynamic Stress Prediction
Research Experience
- Worked as a software engineer at Qualcomm India.
Education
- Ph.D. candidate supervised by Dr. Vishnu Naresh Boddeti at Michigan State University; B.Tech. in Electrical Engineering from Indian Institute of Technology Madras, undergraduate thesis advised by Dr. A.N. Rajagopalan.
Background
- Research focuses on building safe and robust machine learning models. Applications include improving robustness against distributional shifts, evaluating inductive physical reasoning in LLMs, enhancing the controllability of diffusion models for compositional generation, and assessing stereotypes in T2I models.
