Emirhan Koç

Affiliations. Bilkent University, Department of Electrical and Electronics Engineering; National Magnetic Resonance Research Center (UMRAM).

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Bilkent University

EEE Building, 5th Floor, Office 510

Ankara, Türkiye

I am a graduate research assistant in the Electrical and Electronics Engineering Department at Bilkent University. I hold an M.Sc. degree from Bilkent University and a B.Sc. degree from Sabancı University. My primary research interests include Machine Learning, Deep Learning, and Signal Processing, with a particular emphasis on their statistical and mathematical foundations. My objective is to develop intelligent learning systems that can be seamlessly integrated into multidisciplinary research frameworks.

During my undergraduate studies, I gained practical experience in the development of advanced deep learning-based Brain-Computer Interface (BCI) systems. During my master’s studies, I worked at the intersection of signal processing, time series analysis, image processing, and natural language processing. Currently, my research focuses on graph neural networks and large language models, and their applications across diverse domains. Building upon my broad experience across multiple fields, I am open to research opportunities in AI and machine learning applications in science, medicine, healthcare, and computational biology.

Feel free to contact via e-mail or Linkedin. I am fully open to collaborations!

news

Jun 27, 2025 5-Minutes Thesis Competition Award (3rd) in IEEE SIU 2025
May 26, 2025 Our paper scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation has been accepted for publication in IEEE Transactions on Signal and Information Processing over Networks!
Apr 29, 2025 Our paper “Emotion Classification with Visibility Graphs” has been accepted for publication in IEEE Signal Processing Letters.
Jan 23, 2025 “Best Poster Presentation Award at annual Graduate Research Conference at Bilkent!”
Aug 20, 2024 Graduate from Bilkent University with M.Sc. degree