公開日 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
公開日 HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu 2026 International Conference on Machine Learning | July 2026 Spotlight Acceptance
公開日 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 プロジェクト
公開日 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
公開日 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
公開日 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
公開日 Understanding Task Transfer in Vision-Language Models Bhuvan Sachdeva, Karan Uppal, Abhinav Java, Vineeth N Balasubramanian 2026 Computer Vision and Pattern Recognition | June 2026
公開日 Position: Avoid Overstretching LLMs for every Enterprise Task Kuldeep Singh, Anson Bastos, Isaiah Onando Mulang May 2026
公開日 Unifying Scientific Communication: Fine-Grained Correspondence Across Scientific Media Megha Mariam K.M, Vineeth N Balasubramanian, C. V. Jawahar CVPR 2026 | May 2026
公開日 Chow-Liu Ordering for Long-Context Reasoning in Chain-of-Agents Naman Gupta, Vaibhav Singh, Arun Iyer, Kirankumar Shiragur, Pratham Grover, Ramakrishna Bairi, Ritabrata Maiti, Sankarshan Damle, Shachee Mishra Gupta, Rishikesh Maurya, Vageesh D C International Conference on Learning Representations Workshop on Memory for LLM-Based Agentic Systems (MemAgents-ICLR) | April 2026
Research
Research