3 papers
cs.AI2026
GRASP: GRanularity-Aware Search Policy for Agentic RAG
Varun Gandhi, Jaewook Lee, Shantanu Todmal +4
Agentic retrieval-augmented generation (RAG) extends static RAG by allowing language models to iteratively reason, generate search queries, retrieve evidence, and predict answers.…
cs.CR2026
Memory Poisoning Attack and Defense on Memory Based LLM-Agents
Balachandra Devarangadi Sunil, Isheeta Sinha, Piyush Maheshwari +3
Large language model agents equipped with persistent memory are vulnerable to memory poisoning attacks, where adversaries inject malicious instructions through query only interacti…
cs.CV2025
Density Estimation and Crowd Counting
Balachandra Devarangadi Sunil, Rakshith Venkatesh, Shantanu Todmal
This study enhances a crowd density estimation algorithm originally designed for image-based analysis by adapting it for video-based scenarios. The proposed method integrates a den…