Research
I'm attempting to specialize in NLP. I'm interested in getting the most out of LLMs without changing their weights (i.e Agents).
Publications
The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents ↗
Xingyao Wang, Simon Rosenberg, Juan Michelini, Calvin Smith, Hoang Tran, Engel Nyst, Rohit Malhotra, Xuhui Zhou, Valerie Chen, Robert Brennan, Graham Neubig
Proceedings of the Eighth Conference on Machine Learning and Systems (MLSys). Bellevue, WA, USA (Oral). Nov 2026.
How can we assess human-agent interactions? Case studies in software agent design ↗
Valerie Chen, Rohit Malhotra, Xingyao Wang, Juan Michelini, Xuhui Zhou, Aditya Bharat Soni, Hoang H. Tran, Calvin Smith, Ameet Talwalkar, Graham Neubig
International Conference on Machine Learning (ICML). Seoul, South Korea. July 2026.
Projects
VHABench: Benchmarking Underspecified User Intents for Tool Augmented LLMs ↗
Eduardo Trevino, Rohit Malhotra, Hugo Contant
Survey on Tool Usage in LLMS: Towards A General Tool Use LLM Framework ↗
Eduardo Trevino, Hugo Contant, Rohit Malhotra
CluRag: Improving Zero-Shot RAG systems using clustering ↗
Rohit Malhotra, Eduardo Trevino, Hugo Contant