Hey There!
I am a Research Fellow at Microsoft Research India, in the Future of Scalable Software Engineering (FoSSE) group, under the guidance of Arun Iyer and Sriram Rajamani. My current research focuses on Long Context Modeling, Memory Management, and RL in LLMs (Agentic) for long-horizon software engineering tasks.
I completed my M.Tech in Computer Science and Engineering at IIT Bombay, advised by Prof. Ganesh Ramakrishnan, where I worked on parameter-efficient adaptation, distillation, and merging in LLMs, with downstream applications in cross-lingual NLP and robust out-of-distribution generalization.
Research Interests: Continual Learning, Long Context Reasoning, Memory-Augmented Agents

Publications

Chow-Liu Ordering for Long-Context Reasoning in Chain-of-Agents
Naman Gupta*, Vaibhav Singh*, Arun Iyer, Kirankumar Shiragur, Pratham Grover, Ramakrishna B. Bairi, Ritabrata Maiti, Sankarshan Damle, Shachee Mishra Gupta, Rishikesh Maurya, Vageesh D. C
ICLR 2026 Workshop on MemAgents, 2026 Oral · OpenReview

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification
Yashwanth M., Vaibhav Singh, Ayush Maheshwari, Amrith Krishna, Ganesh Ramakrishnan
Findings of NAACL 2025, 2025 · ACL Anthology

A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs
Vaibhav Singh, Amrith Krishna, Karthika NJ, Ganesh Ramakrishnan
arXiv Preprint, 2024 · arXiv