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 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 2026 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 2026 Operating Systems Design and Implementation | July 2026 Project
Publication Source Models Leak What They Shouldn’t: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization Arnav Devalapally, Poornima Jain, Kartik Srinivas, Vineeth N Balasubramanian 2026 Computer Vision and Pattern Recognition | June 2026
Publication Foundation Model Priors Enhance Object Focus in Feature Space for Source-Free Object Detection S. V. Rebbapragada, Rishabh Lalla, Aveen Dayal, Tejal Kulkarni, A. Lalla, Vineeth N Balasubramanian, Muhammad Haris Khan 2026 Computer Vision and Pattern Recognition | June 2026
Publication Contextual Slate GLM Bandits with Limited Adaptivity Tanmay Goyal, Sukruta Midigeshi, Gaurav Sinha ICML 2026 | June 2026
Publication iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception Sarthak Mehrotra, S. V. Rebbapragada, Mani Hemanth Reddy Bonthu, Vineeth N Balasubramanian 2026 Computer Vision and Pattern Recognition | June 2026
Publication Understanding Task Transfer in Vision-Language Models Bhuvan Sachdeva, Karan Uppal, Abhinav Java, Vineeth N Balasubramanian 2026 Computer Vision and Pattern Recognition | June 2026
Publication Evaluating Cross-lingual Knowledge Consistency in Code-Mixed vis-a-vis Indian Languages using IndicKLAR Debajyoti Mazumder, Divyanshu Pathak, Prashant Kodali, Aditya Joshi, Akshay Agarwal, Jasabanta Patro May 2026
Research
Research