Ioanna Gemou

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Office: CIT 423

115 Waterman St.

Providence, RI 02906

Pronunciation: /Eo-ah-na Yeh-moo/

Hello! I’m Ioanna – a PhD student in Computer Science at Brown University. Before starting my PhD, I was a Visiting Research Scholar in Brown CS, where I worked with Ritambhara Singh and Nikos Vasilakis.

I hold a Master’s in Biomedical Engineering from the Technical University of Denmark, and a Diploma in Electrical and Computer Engineering from the University of Patras.

My research focuses on deep learning for health, with a special emphasis on multimodal learning, representation learning, and model interpretability. I also like to explore the intersection of machine learning and systems.

Beyond research, I enjoy sports, learning new languages, cooking, and reading books.

news

Sep 22, 2025 Our paper “LLM-Powered Graph Reasoning for Knowledge Discovery” has been accepted to WIML @ NeurIPS 2025! Excited to present this work in San Diego, CA this December.
Aug 20, 2025 I am starting my PhD in Computer Science at Brown University!
Mar 16, 2025 Our paper “K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction” has been accepted to ACM KDD’25!
Feb 01, 2025 I will be serving as web & publication chair for EuroSec 2025!
Aug 01, 2024 I am visiting Brown CS for a research internship!