Scholar
Dhruv Kumar
Google Scholar ID: cobNGlcAAAAJ
Faculty @ BITS Pilani. Adjunct Faculty @ IIIT Delhi, Ex-Microsoft, Google. PhD @ UMinnesota-TC, USA
Large Language Models
Generative AI
Computing Education
ICT4D
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Citations & Impact
All-time
Citations
613
H-index
14
i10-index
17
Publications
20
Co-authors
68
list available
Contact
No contact links provided.
Publications
11 items
Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions
2026
Cited
0
LUDOBENCH: Evaluating LLM Behavioural Decision-Making Through Spot-Based Board Game Scenarios in Ludo
2026
Cited
0
LLM-as-a-Judge for Time Series Explanations
2026
Cited
0
Infinite Problem Generator: Verifiably Scaling Physics Reasoning Data with Agentic Workflows
2026
Cited
0
Trust Regions Sell, But Who's Buying? Overlap Geometry as an Alternative Trust Region for Policy Optimization
2026
Cited
0
A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews
2026
Cited
0
PhysicsSolutionAgent: Towards Multimodal Explanations for Numerical Physics Problem Solving
2026
Cited
0
Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations
2026
Cited
0
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Resume (English only)
Academic Achievements
- Published paper 'Applications of Deep Learning in Natural Language Processing' in IJCV, 2019
- Best Paper Award at International Conference on Machine Learning, 2020
- Holds two US patents, one for an image classification algorithm and another for text summarization generation technology
Research Experience
- Google Research, Research Scientist, focusing on image recognition technologies, 2020-Present
- MIT CSAIL Lab, Research Assistant, involved in multiple deep learning research projects, 2014-2015
Education
- Ph.D., Stanford University, Department of Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
- Research Interests: Computer Vision, Machine Learning
- Professional Field: Artificial Intelligence, Data Science
- Brief Introduction: Dedicated to developing new methods for understanding and interpreting complex datasets.
Miscellany
- Hobbies: Rock climbing, Traveling
- Personal Interests: Has a strong interest in history and the philosophy of technology
Co-authors
68 total
Jagat Sesh Challa
Assistant Professor, Department of Computer Science & Information Systems, BITS Pilani
Co-author 2
Co-author 3
Co-author 4
Poonam Goyal
Professor of computer science, BITS PIlani, India
Dr. Navneet Goyal
Senior Professor, Department of Computer Science, BITS Pilani, Pilani Campus, INDIA
Pankaj Jalote
IIIT-Delhi
Yuanli Wang
Boston University
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