Publications

You can also find my publications on my Google Scholar profile.

Teymoorianfard, M., Monteuuis, J. P., Petit, J., and Houmansadr, A. (2026). ReasonBreak: Probing Vulnerabilities in Reasoning- Enabled Vision-Language-Action Models for Autonomous Driving. arXiv preprint arXiv:2605.29114. [Pdf]
Mittapalli, V., Dani, S. J., Pilli, S. S., Ansu, S., Teymoorianfard, M., Dernoncourt, F., … and Ahmed, N. K. (2026). TRACE: Tra- jectory Reasoning through Adaptive Cross-Step Evidence Aggregation for LLM Agents. arXiv preprint arXiv:2606.07054. [Pdf]
Jeong, H., Teymoorianfard, M., Kumar, A., Houmansadr, A. and Badasarian, E., 2025. Network-Level Prompt and Trait Leak- age in Local Research Agents. arXiv preprint arXiv:2508.20282. [Code] / [Pdf]
Teymoorianfard, M., Ma, S. and Houmansadr, A., 2025. VIDSTAMP: A Temporally-Aware Watermark for Ownership and Integrity in Video Diffusion Models. arXiv preprint arXiv:2505.01406. [Code] / [Pdf]
Amini, S., Teymoorianfard, M., Ma, S. and Houmansadr, A., 2024. MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification. arXiv preprint arXiv:2406.05927. [Code] / [Pdf]