3 papers
cs.LG2026
QueryWeaver: Reliable Multi-Tool Query Execution Planning via LLM-Based Graph Generation
Aishwarya Chakravarthy, Vidhi Kulkarni, Duen Horng Chau
Many real-world queries over personal data span multiple applications and require structured planning, as individual tools expose only partial information. While LLMs show strong r…
cs.CR2025
Towards Unifying Quantitative Security Benchmarking for Multi Agent Systems
Gauri Sharma, Vidhi Kulkarni, Miles King +1
Evolving AI systems increasingly deploy multi-agent architectures where autonomous agents collaborate, share information, and delegate tasks through developing protocols. This conn…
cs.HC2025
HybridCollab: Unifying In-Person and Remote Collaboration for Cardiovascular Surgical Planning in Mobile Augmented Reality
Pratham Darrpan Mehta, Rahul Ozhur Narayanan, Vidhi Kulkarni +3
Surgical planning for congenital heart disease traditionally relies on collaborative group examinations of a patient's 3D-printed heart model, a process that lacks flexibility and…