Heiko Paulheim
Scholar

Heiko Paulheim

Google Scholar ID: SkSl3NkAAAAJ
Professor for Data Science at University of Mannheim, Germany
Knowledge GraphsSemantic WebData MiningMachine Learningdws@uma
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Citations & Impact
All-time
Citations
7,593
 
H-index
39
 
i10-index
130
 
Publications
20
 
Co-authors
194
list available
Contact
Emailheiko.paulheim@uni-mannheim.deTwitterOpen ↗LinkedInOpen ↗
Publications
16 items
Scalable GNN-based Knowledge Graph Representation Learning with Efficient Message Passing
2026
Cited
0
APOLO: Automatic Prompt Optimization for Ontology Learning
2026
Cited
0
Aligning Biomedical Texts and Knowledge Graphs: A Systematic Comparison of Lightweight Alignment Strategies
2026
Cited
0
MultiGlobeQA: A Multilingual and Globally Diverse Benchmark for Geospatial Reasoning
2026
Cited
0
Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning
2026
Cited
0
Improving Knowledge Graph Embeddings through Contrastive Learning with Negative Statements
2025
Cited
0
Bio-KGvec2go: Serving up-to-date Dynamic Biomedical Knowledge Graph Embeddings
2025
Cited
0
Knowledge Graph Completion for Action Prediction on Situational Graphs -- A Case Study on Household Tasks
2025
Cited
0
Resume
Research Experience
  • Serves as a professor at the University of Mannheim, leading research in Web Data Mining.
Background
  • Research interests include Web Data Mining.
Co-authors
12 total
Sven Hertling
Sven Hertling
Researcher at University of Mannheim
Christian Bizer
Christian Bizer
Professor of Information Systems, University of Mannheim, Germany
Andreea Iana
Andreea Iana
University of Mannheim
Mehwish Alam
Mehwish Alam
Associate Professor at Télécom Paris, Institut Polytechnique de Paris, France
Simone Paolo Ponzetto
Simone Paolo Ponzetto
Professor of Information Systems, University of Mannheim
Kai Eckert
Kai Eckert
Professor at Mannheim Technical University (TH Mannheim)
Patrick Lambrix
Patrick Lambrix
Linköping University, Sweden
Anna Lisa Gentile
Anna Lisa Gentile
IBM Research