Scholar
Fragkiskos D. Malliaros
Google Scholar ID: _7heOKcAAAAJ
Professor, CentraleSupélec, Université Paris-Saclay
Graph Mining
Graph Machine Learning
Graph Neural Networks
Network Science
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Citations & Impact
All-time
Citations
2,275
H-index
21
i10-index
37
Publications
20
Co-authors
12
list available
Publications
16 items
Atompack: A Storage and Distribution Layer for Read-Heavy Atomistic ML Training Datasets
2026
Cited
0
Scaling Higher-Order Graph Learning with Maximal Clique Complexes
2026
Cited
0
TriForces: Augmenting Atomistic GNNs for Transferable Representations
2026
Cited
0
Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
2026
Cited
0
Generalization Bounds for Spectral GNNs via Fourier Domain Analysis
2026
Cited
0
Training-free Graph-based Imputation of Missing Modalities in Multimodal Recommendation
2026
Cited
0
Retrieval-Constrained Decoding Reveals Underestimated Parametric Knowledge in Language Models
2025
Cited
0
Second-Order Tensorial Partial Differential Equations on Graphs
2025
Cited
0
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Co-authors
8 total
Michalis Vazirgiannis
Distinguished Prof, Ecole Polytechnique & Affiliate Prof. at MBZUAI
Abdulkadir Çelikkanat
Aalborg University
Konstantinos Skianis
Assistant Professor, Department of Computer Science & Engineering, University of Ioannina
Dimitrios M. Thilikos
National and Kapodistrian University of Athens
Laurent Duval
IFP Energies nouvelles & Université Gustave-Eiffel,ESIEE Paris ; Research amateur, engineer, project
Christos Faloutsos
CMU
Jean-Christophe Pesquet
Distinguished Professor at CentraleSupélec, Université Paris-Saclay
Pr. Paul-Henry Cournède
Lab of Mathematics and Computer Science (MICS), CentraleSupélec, Université Paris-Saclay
