Publication QoServe : Breaking the Silos of LLM Inference Serving Kanishk Goel, Jayashree Mohan, Nipun Kwatra, Ravi Shreyas Anupindi, Ramachandran Ramjee Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2026 | March 2026 Project
Publication Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces Karan Gupta, Pranav Vajreshwari, Yash Pandya, Raghav Magazine, Akshay Nambi, Ahmed Awadallah ICLR Agents in the Wild | March 2026
Publication Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use Aradhye Agarwal, Gurdit Siyan, Yash Pandya, Joykirat Singh, Akshay Nambi, Ahmed Awadallah ICLR Agents in the Wild: Safety, Security, and Beyond | March 2026
Publication AutoAdapt: An Automated Domain Adaptation Framework for LLMs Sidharth Sinha, Anson Bastos, Xuchao Zhang, Akshay Nambi, Chetan Bansal, Saravan Rajmohan March 2026
Publication Welfarist Formulations for Diverse Similarity Search Siddharth Barman, Nirjhar Das, Shivam Gupta, Kirankumar Shiragur ICLR 2026 | February 2026
Publication interwhen: A Generalizable Framework for Verifiable Reasoning with Test-time Monitors Vishak Bhat, Prateek Chanda, Ashmit Khandelwal, Maitreyi Swaroop, Vineeth N Balasubramanian, Subbarao Kambhampati, Nagarajan Natarajan, Amit Sharma February 2026
Publication Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions Shivank Garg, Sankalp Mittal, Manish Gupta ICLR 2026 | February 2026
Publication SUTRADHARA : An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference Anish Biswas, Kanishk Goel, Jayashree Mohan, Alind Khare, A. Parayil, Ramachandran Ramjee, Chetan Bansal February 2026 Project
Publication LLM-42: Enabling Determinism in LLM Inference with Verified Speculation Raja Gond, Aditya K Kamath, Ramachandran Ramjee, Ashish Panwar January 2026 Project
Publication SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving Ashutosh Bajpai, Akshat Bhandari, Akshay Nambi, Tanmoy Chakraborty ArXiv | January 2026, Vol abs/2601.17489
