Tugrul Hasan Karabulut

CSE PhD Student, University of Michigan

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Ann Arbor, MI, USA

University of Michigan

Hi! I am a first-year Computer Science and Engineering PhD student at the University of Michigan, working in the Graph Exploration and Mining at Scale (GEMS) Lab under Prof. Danai Koutra. My research interests include graph machine learning, studying its limitations, and exploring how graphs can be integrated with other modalities.

Previously, I obtained my master’s degree from Boğaziçi University. There, I worked with Prof. İnci M. Baytaş on improving representation learning in graph neural networks (GNNs) by tackling over-smoothing and over-squashing phenomena.

news

Aug 29, 2025 Our new preprint is posted: Local Virtual Nodes for Alleviating Over-Squashing in GNNs
Aug 25, 2025 I started my PhD at the University of Michigan!
Jun 24, 2025 I graduated from the computer engineering master’s program at Boğaziçi University!