Gayathri Saranathan

According to our database, Gayathri Saranathan authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

InfrastructureSentinel: Policy Enforced Guardrails for Secure MCP-driven Infrastructure Agents.

Tarun Kumar, Aalap Tripathy, Gayathri Saranathan, Martin Foltin, Suparna Bhattacharya, Scott Hinchley, Donald M. Bahls, David Brookshire, Larry Kaplan, Robert W. Wisniewski

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation.

Gayathri Saranathan, Cong Xu, Mahammad Parwez Alam, Tarun Kumar, Martin Foltin, Soon Yee Wong, Suparna Bhattacharya

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling.

Cong Xu, Gayathri Saranathan, Mahammad Parwez Alam, Arpit Shah, James Lim, Soon Yee Wong, Martin Foltin, Suparna Bhattacharya

CoRR, 2024

Active Learning Surrogates for Integrating Electron Microscopy and Computational Insights from Simulations in Autonomous Experiments.

Gayathri Saranathan, Ayana Ghosh, Martin Foltin, Ann Mary Justine Koomthanam, Aalap Tripathy, Maxim A. Ziatdinov, Suparna Bhattacharya, Kevin Roccapriore, Paolo Faraboschi

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

Towards FAIR Workflows for Federated Experimental Sciences.

Gayathri Saranathan, Martin Foltin, Aalap Tripathy, Annmary Justine, Maxim A. Ziatdinov, Ayana Ghosh, Kevin Roccapriore, Supama Bhattacharya, Paolo Faraboschi

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

2023

Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning.

Gayathri Saranathan, Martin Foltin, Aalap Tripathy, Maxim A. Ziatdinov, Ann Mary Justine Koomthanam, Suparna Bhattacharya, Ayana Ghosh, Kevin Roccapriore, Sreenivas Rangan Sukumar, Paolo Faraboschi

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023