Publication Spectral Thompson sampling Tomas Kocak, Michal Valko, Remi Munos, Shipra Agrawal April 2026
Publication Continuous Benchmark Generation for Evaluating Enterprise-scale LLM Agents Divyanshu Saxena, Rishikesh Maurya, Xiaoxuan Ou, Gagan Somashekar, Shachee Mishra Gupta, Arun Iyer, Yu Kang, Chetan Bansal, Aditya Akella, Saravan Rajmohan International Conference on Software Engineering Workshop on Large Language Models for Code (LLM4Code-ICSE) | April 2026
Publication AFGNN: API Misuse Detection using Graph Neural Networks and Clustering P. Pirapuraj, Tamalika Mondal, Sharanya Gupta, Akash Lal, Somak Aditya, Jyothi Vedurada April 2026
Publication Faithful GRPO: Improving Visual Spatial Reasoning in Multimodal Language Models via Constrained Policy Optimization Sai Srinivas Kancheti, Aditya Kanade, Rohit Sinha, Vineeth N Balasubramanian, Tanuja Ganu April 2026
Publication The State and Fate of Multilingual, Contextual Evaluation in the NLP World Manan Uppadhyay, Himanshu Beniwal, Prashant Kodali, Sunayana Sitaram April 2026
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 Resolving Interference (RI): Disentangling Models for Improved Model Merging Pratik Ramesh, George Stoica, Arun Iyer, Leshem Choshen, Judy Hoffman March 2026
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 (Spotlight) | March 2026
Publication Neither Here Nor There: Cross-Lingual Representation Dynamics of Code-Mixed Text in Multilingual Encoders Debajyoti Mazumder, Divyansh Pathak, Prashant Kodali, Jasabanta Patro 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 Video
Research
Research