Aref Einizade

I am an Assistant Professor in Graph (and Topological) Machine Learning and Signal Processing at ARMEDIA Team, Télécom SudParis, Institut Polytechnique de Paris. My research lies at the intersection of Graph and Topology (in Machine Learning, Signal Processing, and Neural Networks), with an emphasis on theoretically grounded methods and spanning their applications especially in Biomedical (Brain) data analysis and spatiotemporal forecasting.

Before joining Télécom SudParis in 2026, I was a postdoctoral researcher in the Multimedia team (under the supervision of Dr. Jhony H. Giraldo and Prof. Fragkiskos D. Malliaros) at Télécom Paris from November 2023 to January 2026. I received my PhD in Electrical Engineering from Sharif University of Technology (under the supervision of Dr. Sepideh Hajipour Sardouie) on February 2023, where I developed graph-based methods for learning unknown structures in biomedical signals.