Publications

Mumcu, Furkan, and Yasin Yilmaz. 2026. “Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization”. ArXiv Preprint ArXiv:2603.04378.

Mumcu, Furkan, and Yasin Yilmaz. 2026. “Socially-Weighted Alignment: A Game-Theoretic Framework for Multi-Agent LLM Systems”. ArXiv Preprint ArXiv:2602.14471.

Mumcu, Furkan, Lokman Bekit, Michael J Jones, Anoop Cherian, and Yasin Yilmaz. 2026. “Agentic Ai-Empowered Dynamic Survey Framework”. ArXiv Preprint ArXiv:2602.04071.

Abudalou, Shatha, Jung Choi, Kenneth Gage, Julio Pow-Sang, Yasin Yilmaz, and Yoganand Balagurunathan. 2026. “Challenges in Using Deep Neural Networks Across Multiple Readers in Delineating Prostate Gland Anatomy”. Journal of Imaging Informatics in Medicine 39 (1): 532–547.

Murad, M., M. Aktukmak, and Y. Yilmaz. 2025. “Wpmixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting”. In AAAI Conference on Artificial Intelligence.

Abudalou, Shatha, Jung Choi, Yasin Yilmaz, and Yoganand Balagurunathan. 2025. “Improving Prostate Gland Segmentation Using Transformer Based Architectures”. ArXiv Preprint ArXiv:2506.14844.

Koutsoubis, Nikolas, Asim Waqas, Yasin Yilmaz, Ravi P Ramachandran, Matthew B Schabath, and Ghulam Rasool. 2025. “Optimizing the Trade-off Between Privacy and Utility in Medical Imaging Federated Learning Reply”. RADIOLOGY-ARTIFICIAL INTELLIGENCE 7 (4).

McMillen, Justin, and Yasin Yilmaz. 2025. “SegGen: An Unreal Engine 5 Pipeline for Generating Multimodal Semantic Segmentation Datasets”. Sensors 25 (17): 5569.

Mumcu, Furkan, and Yasin Yilmaz. 2025. “Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers”. Transactions on Machine Learning Research (TMLR).

Pendino, Aaron, Nghia Nguyen, Saif Nouma, Jing Wang, Attila Yavuz, Yasin Yilmaz, and Gokhan Mumcu. 2025. “Additively Manufactured RF Electronics With Structurally Integrated Physically Unclonable Functions for Wireless System Security”. IEEE Access.