Publications
You can also find my articles on my Google Scholar profile.
Conferences & Journals
- Communication-Aware Model Distributed Inference via Latent Representation Compression
- To be appeared in ACM MobiHoc, 2026
- Recommended citation: P. Gholami, T. T. Davarakis, T. Li, M. Sirera Perell´o, S. Reddy, A. Y. Yıldız, A. Arora, A. Eryilmaz, S. Ioannidis, C. Li, H. Seferoglu, and N. Shroff, “Communication-Aware Model Distributed Inference via Latent Representation Compression.” Proceedings of the Twenty-seventh International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. 2026.
- T-PRIME: Real-time Deployment of a Transformer-based Protocol Identification for Machine-learning at the Edge [Paper] [Code]
- Published in IEEE Transactions on Networking, 2026.
- Recommended citation: M. Belgiovine, J. Groen, M. Sirera, C. Tassie, A. Y. Yıldız, S. Ioannidis, and K. Chowdhury, “T-PRIME: Real-time Deployment of a Transformer-based Protocol Identification for Machine-learning at the Edge.” IEEE Transactions on Networking (2026). Download BibTeX
- Gradient boosting decision trees on medical diagnosis over tabular data [Paper] [Code]
- Published in IEEE ICAD, 2025
- Recommended citation: A. Y. Yıldız and A. Kalayci, “Gradient boosting decision trees on medical diagnosis over tabular data.” 2025 IEEE International Conference on AI and Data Analytics (ICAD). IEEE, 2025. Download BibTeX
- Detection and classification architecture for sdr based radar electronic support measure systems [Paper]
- Published in IEEE SIU, 2024
- Recommended citation: G. S. Yavuz, B. Sayğılı, Y Aydınlı, R. Dalkıran, İ. Eşin, M. Uluçay, B. Uykulu, S. S. Kıyma, O. Arikan, and A. Y. Yıldız, “Detection and classification architecture for sdr based radar electronic support measure systems.” 2024 32nd Signal Processing and Communications Applications Conference (SIU). IEEE, 2024. Download BibTeX
- Multivariate time series imputation with transformers [Paper] [Code]
- Published in IEEE SPL, 2022
- Recommended citation: A. Y. Yıldız, E. Koç, and A. Koç. “Multivariate time series imputation with transformers.” IEEE Signal Processing Letters 29 (2022): 2517-2521. Download BibTeX
Preprints
- T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge [Paper] [Code]
- Published in arxiv, 2024
- Recommended citation: M. Belgiovine, J. Groen, M. Sirera, C. Tassie, A. Y. Yıldız, S. Trudeau, S. Ioannidis, and K. Chowdhury, “T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge.” arXiv preprint arXiv:2401.04837 (2024). Download BibTeX
- sEMG motion classification via few-shot learning with applications to sports science [Paper]
- Published in Authorea Preprints, 2024
- Recommended citation: M. Ergeneci, E. Bayram, A. Y. Yıldız, D. Carter, and P. Kosmas, “sEMG motion classification via few-shot learning with applications to sports science.” Authorea Preprints (2023). Download BibTeX