Publication SUTRADHARA : An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference Anish Biswas, Kanishk Goel, Srivarshinee S, Jayashree Mohan, Alind Khare, A. Parayil, Ramachandran Ramjee, Chetan Bansal 2027 Architectural Support for Programming Languages and Operating Systems | April 2027 Project
Publication Shiksha Copilot: Teacher-AI Collaboration for Curating and Customizing Lesson Plans in Low-Resource Schools Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, René F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha 2026 Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2026 Honorable Mention Award at CSCW 2026
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 Causal Quantification of the Sensitivity-Reliability Trade-Off in Semantic XAI: Comparing Object-Aware (SAM) and Texture-Aware (SLIC) Segmentation October 2026 October 2026
Publication LLM-42: Enabling Determinism in LLM Inference with Verified Speculation Raja Gond, Aditya K Kamath, Ramachandran Ramjee, Ashish Panwar SOSP 2026 | September 2026 Project
Publication Packaged, But Not Portable: Why Conforming to the Agent Plugin Standard Is Rare, and Why Conforming Would Not Be Enough Tezan Sahu September 2026 arXiv | September 2026
Publication ISA-Bench: A Benchmark for Computational Reasoning Across Instruction Set Architectures A. Pola, Arkaprava Majumdar, Vineeth N Balasubramanian September 2026 arXiv | September 2026
Publication Merge++: Universal Merge Refinement Through Data-Free Checkpoint Inversion A. Pola, Vineeth N Balasubramanian September 2026 arXiv | September 2026
Publication To Consolidate or not to Consolidate? Evaluating the Impact of Consolidation in Multi-Reference Training using Peer Reviews Maitreya Prafulla Chitale, Ketaki Shetye, Yash More, Harshit Gupta, Manav Chaudhary, Manish Shrivastava, Vasudeva Varma September 2026 arXiv | September 2026
Publication Building a Cultural Perspective on Doctor-Patient Conversations Krithi Shailya, Siddharth D. Jaiswal, A. Makani, Suvrankar Datta, Sunayana Sitaram, Mohit Jain September 2026 arXiv | September 2026
Research
Research