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Tolga Birdal — most-cited papers & profile · Graph Learning
← authors
·
overview
Tolga Birdal
23
papers ·
0
citations ·
21
h-index
Google Scholar ↗
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Most-cited papers
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
2025
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
2025
Topological Deep Learning: Going Beyond Graph Data
2022
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs
2023
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
2024
Position: Topological Deep Learning is the New Frontier for Relational Learning
2024
Attending to Topological Spaces: The Cellular Transformer
2024
Top co-authors
Mustafa Hajij
· 6
Theodore Papamarkou
· 5
Ghada Zamzmi
· 4
Michael T. Schaub
· 4
Nina Miolane
· 4
Aldo Guzm\'an-S\'aenz
· 3
Karthikeyan Natesan Ramamurthy
· 3
Claudio Battiloro
· 2
Mathilde Papillon
· 2
Neal Livesay
· 2
Paul Rosen
· 2
Robin Walters
· 2
Topics
cs.LG
stat.ML
cs.AI
cs.SI
math.AT
cs.CV
physics.soc-ph
math.CO
cs.MS
stat.CO