Scholar
Charilaos Kanatsoulis
Google Scholar ID: 8EGcDkUAAAAJ
Research Associate, Stanford University
Citations & Impact
Citations
637
H-index
12
i10-index
16
Publications
20
Co-authors
40
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Paper 'Relational Graph Transformer' received Best Paper Award at Temporal Graph Learning Workshop, KDD 2025
- Paper 'KGGen: Extracting Knowledge Graphs from Plain Text with Language Models' accepted at NeurIPS 2025; GitHub repo has 600+ stars
- Two papers accepted at ICML 2025: 'RelGNN: Composite Message Passing for Relational Deep Learning' and 'Zero-shot Generalization of GNNs over Distinct Attribute Domains'
- Served as panelist at Temporal Graph Learning Workshop, KDD 2025
- Organized Stanford Graph Learning Workshop (October 2025)
- Co-organized NeurIPS 2025 workshop 'New Perspectives in Advancing Graph Machine Learning'
- Tutorial 'Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures' accepted at ACM KDD 2025
- Released multiple preprints including 'Relational Transformer', 'GREmLN', and survey 'Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures'
