Astrit Tola in

Astrit Tola

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Postdoctoral Researcher at Florida State University
📍 Tallahassee, Florida, United States

Astrit Tola is a Postdoctoral Researcher at Florida State University with a Ph. D. in Mathematics from the University of Texas at Dallas. His expertise lies at the intersection of Topological Data Analysis (TDA) and Graph Neural Networks (GNNs), applying machine learning to challenges in drug discovery and complex data representation.

He has co-authored research, such as "PROXI, " that challenges the conventional dominance of GNNs for certain predictive tasks, proposing simpler and more effective alternatives.

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Experience
3 Years
Current Role
Postdoctoral Researcher
Location
Tallahassee, Florida, United States
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Priorities

Topics Astrit cares about

Graph Representation Learning
He has co-authored multiple papers on novel frameworks for graph embeddings and representation, including "SCNode" and "TOPER, " accepted in major ML journals.
Topological Data Analysis
A core focus of his Ph. D. and postdoctoral research, bridging theoretical mathematics with practical, data-driven solutions in machine learning.
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Career

Work history

8-2025
Postdoctoral Researcher
Florida State University
8-2020 - 9-2025
Teaching Assistant
The University of Texas at Dallas
5-2023 - 8-2023
Research Assistant
University of Texas at Dallas
1-2021 - 5-2023
Teaching Assistant
University of Texas at Dallas
12-2019 - 5-2020
Bursiyer (Research Fellow)
Tubitak
In the press

Media appearances

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Education
8-2020 - 2025
Ph.D.
University of Texas at Dallas
8-2021 - 12-2024
M.S.
University of Texas at Dallas
Social presence
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Behavioral profile

DISC profile (public)

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