Celia Rubio-Madrigal
Scholar

Celia Rubio-Madrigal

Google Scholar ID: AsvScCAAAAAJ
CISPA Helmholtz Center for Information Security
Relational Machine LearningGraph Neural Networks
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
19
 
H-index
3
 
i10-index
1
 
Publications
12
 
Co-authors
8
list available
Contact
Emailcelia.rubio-madrigal@cispa.deCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
4 items
Fixed Aggregation Features Can Rival GNNs
2026
Cited
1
HAM: A Hyperbolic Step to Regulate Implicit Bias
2025
Cited
0
When Shift Happens - Confounding Is to Blame
2025
Cited
0
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
2025
Cited
0
Resume (English only)
Academic Achievements
  • First-author paper at ICLR 2025: 'GNNs getting ComFy: Community and feature similarity guided rewiring'
  • Published work at top-tier conferences including NeurIPS and ICLR, with presentations at multiple workshops and reading groups
  • Selected for the 9th Heidelberg Laureate Forum in 2022
  • Featured in the Nova 111 Student List 2023 (Top 10 under 25 in Computer Science in Spain)
  • Work highlighted in the TLDR AI newsletter
Co-authors
8 total
Rebekka Burkholz
Rebekka Burkholz
CISPA Helmholtz Center for Information Security
Adarsh Jamadandi
Adarsh Jamadandi
CNRS Doctoral Researcher, IRISA
Abbavaram Gowtham Reddy
Abbavaram Gowtham Reddy
Postdoctoral Researcher at CISPA Helmholtz Center for Information Security
Krikamol Muandet
Krikamol Muandet
CISPA - Helmholtz Center for Information Security
Co-author 5
Co-author 5
Tom Jacobs
Tom Jacobs
PhD student, CISPA Helmholtz Center for Information Security
Advait Gadhikar
Advait Gadhikar
PhD student at CISPA
Co-author 8
Co-author 8