Publication CORE: Resolving Code Quality Issues using LLMs Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram) FSE | July 2024
Publication vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention Ramya Prabhu, Ajay Nayak, Jayashree Mohan, Ramachandran Ramjee, Ashish Panwar May 2024 Project
Publication “Is it Even Giving the Correct Reading or Not?”: How Trust and Relationships Mediate Blood Pressure Management in India Nimisha Karnatak, Brooke Loughrin, Tiffany Amy Kuo, Odeline Mateu-Silvernail, Indrani Medhi Thies, William Thies, Mohit Jain CHI 2024 | May 2024 Accepted at TOCHI (ACM Transactions on Computer-Human Interaction) volume 30, issue 6, article 90. Presented at CHI 2024.
Publication Taming Throughout-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee OSDI 2024 | May 2024 Project
Publication Beyond the Waiting Room: Patient’s Perspectives on the Conversational Nuances of Pre-Consultation Chatbots Brenna Li, Ofek Gross, Noah Crampton, Mamta Kapoor, Saba Tauseef Tetyana Skoropad, Mohit Jain, Khai Truong, Alex Mariakakis CHI 2024 | May 2024
Publication VIDUR: A Large-Scale Simulation Framework for LLM Inference Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov The Seventh Annual Conference on Machine Learning and Systems | May 2024 Project
Publication Provably Robust DPO: Aligning Language Models with Noisy Feedback Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan ICML 2024 | May 2024
Publication PARIKSHA: A Scalable, Democratic, Transparent Evaluation Platform for Assessing Indic Large Language Models Ishaan Watts, Varun Gumma, Aditya Yadavalli, Vivek Seshadri, Swami Manohar, Sunayana Sitaram May 2024 Video Project
Publication Differentially Private Reward Estimation with Preference Feedback Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan AISTATS | May 2024
Publication Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu 2024 European Conference on Computer Systems | April 2024 Project