Fragkiskos D. Malliaros
Scholar

Fragkiskos D. Malliaros

Google Scholar ID: _7heOKcAAAAJ
Professor, CentraleSupélec, Université Paris-Saclay
Graph MiningGraph Machine LearningGraph Neural NetworksNetwork 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
Contact
No contact links provided.
Publications
14 items
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
ADMP-GNN: Adaptive Depth Message Passing GNN
2025
Cited
0
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
2025
Cited
0
Resume (English only)
Co-authors
12 total
Michalis Vazirgiannis
Michalis Vazirgiannis
Distinguished Prof, Ecole Polytechnique & Affiliate Prof. at MBZUAI
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Abdulkadir Çelikkanat
Abdulkadir Çelikkanat
Aalborg University
Konstantinos Skianis
Konstantinos Skianis
Assistant Professor, Department of Computer Science & Engineering, University of Ioannina
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Dimitrios M. Thilikos
Dimitrios M. Thilikos
National and Kapodistrian University of Athens