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
Publication Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs Sai Srinivas Kancheti, Aditya Kanade, Vineeth N Balasubramanian, Tanuja Ganu ACL 2026 | July 2026
Publication TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems Ishan Kavathekar, Hemang Jain, Ameya Rathod, Ponnurangam Kumaraguru, Tanuja Ganu 2026 Annual Meeting of the Association for Computational Linguistics | July 2026
Publication Reason, Reward, Refine: Step-Level Errors Corrections with Structured Feedback for Physics Reasoning in Small Language Models Raj Jaiswal, Dhruv Jain, Rishabh Dhawan, Sree Krishna Uppalapati, Shin’ichi Satoh, Tanuja Ganu, R. Shah July 2026 arXiv | July 2026
Publication Obey, Diverge, Collapse: Blind Obedience to Incorrect Instructions Drives Code LLMs to Irrecoverable Code Semantic Collapse Raj Jaiswal, Anany Singh Divy, Savar Bhasin, Adi Bajpai, Tanuja Ganu, R. Shah July 2026 arXiv | July 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 2026 International Conference on Machine Learning (ICML) | July 2026
Publication HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu International Conference on Machine Learning | July 2026 Spotlight Acceptance
Publication GraCE: Unlocking CUDA Graphs with Compiler Support for ML Workloads Abhishek Ghosh, Ajay Nayak, Ashish Panwar, Arkaprava Basu Operating Systems Design and Implementation | July 2026 Project
Research
Research