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Heiko Paulheim — most-cited papers & profile · Graph Learning
← authors
·
overview
Heiko Paulheim
36
papers ·
33
citations ·
40
h-index
Technische Hochschule Mannheim · University of Mannheim
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Semantic Scholar ↗
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Most-cited papers
Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning
2026
Bio-KGvec2go: Serving up-to-date Dynamic Biomedical Knowledge Graph Embeddings
2025
ExeKGLib: A Platform for Machine Learning Analytics based on Knowledge Graphs
2025
gpuRDF2vec -- Scalable GPU-based RDF2vec
2025
Knowledge Graph Completion for Action Prediction on Situational Graphs -- A Case Study on Household Tasks
2025
ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals
2025
GeoRDF2Vec Learning Location-Aware Entity Representations in Knowledge Graphs
2025
Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs
2025
The Knowledge Graph Track at OAEI -- Gold Standards, Baselines, and the Golden Hammer Bias
2020
KGvec2go -- Knowledge Graph Embeddings as a Service
2020
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs
2020
Knowledge Graphs Evolution and Preservation -- A Technical Report from ISWS 2019
2020
GraphConfRec: A Graph Neural Network-Based Conference Recommender System
2021
Background Knowledge in Schema Matching: Strategy vs. Data
2021
Putting RDF2vec in Order
2021
Top co-authors
Jan Portisch
· 9
Sven Hertling
· 5
Antonis Klironomos
· 4
Evgeny Kharlamov
· 4
Baifan Zhou
· 3
Michael Hladik
· 3
Nicolas Hubert
· 3
Rita T. Sousa
· 3
Zhuoxun Zheng
· 3
Armelle Brun
· 2
Davy Monticolo
· 2
Gad-Elrab Mohamed
· 2
Topics
cs.AI
cs.LG
cs.IR
cs.DB
cs.CL
Knowledge Graphs
cs.SI
stat.ML
cs.DL
cs.DC