Research

Research Interests #

AI Safety, Generative AI, Robotics, Machine Learning, Unmanned Systems, Music

Publications #

A complete list is also on Google Scholar.

[1] Varghese, Jibin, et al. “Cosmos 3: Omnimodal World Models for Physical AI.” arXiv preprint arXiv:2606.02800. 2026.

[2] Zachariah, Arun George, Barnaby Simkin, Nikki Pope, Jibin Varghese, and Michael Boone. “Context-Aware Visual Redaction Pipeline: Leveraging Vision-Language Models for High-Fidelity Content Inpainting.” Proceedings of the 2026 International Conference on Multimedia Retrieval (ICMR). 2026.

[3] Varghese, Jibin, et al. “A Robust, Defensible, and Reproducible Methodology for Benchmarking Single-Turn Jailbreak Attacks on Large Language Models.” MLCommons. 2026.

[4] Hirota, Yusuke, Michael Ross Boone, Arun George Zachariah, Jibin Rajan Varghese, Yu-Chiang Frank Wang, Boyi Li, and Ryo Hachiuma. “Guardrail-Agnostic Societal Bias Evaluation in Large Vision-Language Models.” 2026.

[5] Varghese, Jibin, et al. “World Simulation with Video Foundation Models for Physical AI.” arXiv preprint arXiv:2511.00062. 2025.

[6] Varghese, Jibin, et al. “AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons.” arXiv preprint arXiv:2503.05731. 2025.

[7] Ghosh, Shaona, Prasoon Varshney, Makesh Narsimhan Sreedhar, Aishwarya Padmakumar, Traian Rebedea, Jibin Rajan Varghese, and Christopher Parisien. “AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails.” Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). 2025.

[8] Varghese, Jibin, et al. “Cosmos World Foundation Model Platform for Physical AI.” arXiv preprint arXiv:2501.03575. 2025.

[9] Varghese, Jibin, et al. “AILuminate Security: Introducing v0.5 of the Jailbreak Benchmark from MLCommons.” MLCommons. 2025.

[10] Varghese, Jibin, et al. “Disaster management using unmanned aerial vehicles.” Unmanned Aerial Systems. Academic Press, 2021. 129-155.

[11] Baig, Mohammed Habibullah, Jibin Rajan Varghese, and Zhangyang Wang. “MusicMapp: A Deep Learning Based Solution for Music Exploration and Visual Interaction.” Proceedings of the 26th ACM International Conference on Multimedia. 2018.

Patents #

A Radial Air Actuated Robotic Gripper Attachable to A Robot Manipulator Arm

Indian Patent No: 375918

Robot for High Voltage Electrical Transmission Line Inspection

Indian Patent No: 481420

Education #

Texas A&M University

Master of Computer Science

National Institute of Technology Calicut

B-Tech in Mechanical Engineering