Publication Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression Joykirat Singh, Justin Chih-Yao Chen, Archiki Prasad, Elias Stengel-Eskin, Akshay Nambi, Mohit Bansal 2026 COLM | October 2026
Publication LLM-42: Enabling Determinism in LLM Inference with Verified Speculation Raja Gond, Aditya K Kamath, Ramachandran Ramjee, Ashish Panwar 2026 Symposium on Operating Systems Principles | September 2026 Project
Publication FaultSense: Fault Localization in Large-Scale Mixture-of-Experts Model Serving Infrastructure Harish S A, Vignesh S, Ashwin Kumar Kurella, Rohan Gandhi, Praveen Tammana APSys | September 2026
Publication Cultureshift: mapping temporal cultural evolution in vision-language models Gautam Jajoo, Harsh Deshpande, Hamna, Pranjal A. Chitale Computer Vision and Pattern Recognition
Publication Unifying Depth and Width Pruning for LLMs via Binary Knapsack Optimization Palaash Goel, Ayan Sengupta, Akshay Nambi, Tanmoy Chakraborty August 2026 arXiv | August 2026
Publication Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents Sourabrata Mukherjee, Kalika Bali, Sunayana Sitaram COLM 2026 | August 2026
Publication VERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware Consensus Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian European Conference on Computer Vision 2026 | August 2026
Publication C$^3$PO: Evaluating Cross-Modal Composition and Counterfactual Performance in Omnimodal Models Swapnanil Mukherjee, Agyeya Negi, Tanuja Ganu, P. Kumaraguru August 2026 arXiv | August 2026
Publication Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization Kaushik Rajan, Sampath Rajendra, Momin Al-Ghosien, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Yinan Li, Lukas M. Maas, Craig Peeper, Surajit Chaudhuri, Johannes Gehrke VLDB 2026 | August 2026
Publication Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents Aayush Kumar, Avik Dutta, Sumit Gulwani, Gustavo Soares, Advait Sarkar, Emerson Murphy-Hill IEEE VL/HCC 2026 | July 2026
Research
Research