Niki van Stein
Scholar

Niki van Stein

Google Scholar ID: DST6voAAAAAJ
Leiden University
Explainable AIAutomated Algorithm DiscoveryDeeplearningbayesian optimization
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Citations & Impact
All-time
Citations
1,520
 
H-index
23
 
i10-index
44
 
Publications
20
 
Co-authors
93
list available
Contact
Emailn.van.stein@liacs.leidenuniv.nlTwitterOpen ↗GitHubOpen ↗
Publications
22 items
Block-Bench: A Framework for Controllable and Transparent Discrete Optimization Benchmarking
2026
Cited
0
From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors
2026
Cited
0
Structural bias in multi-objective optimisation
2026
Cited
0
Assessing Reproducibility in Evolutionary Computation: A Case Study using Human- and LLM-based Assessment
2026
Cited
0
Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization
2026
Cited
0
Lens-descriptor guided evolutionary algorithm for optimization of complex optical systems with glass choice
2026
Cited
0
Mechanistic Interpretability for Transformer-based Time Series Classification
2025
Cited
0
From Performance to Understanding: A Vision for Explainable Automated Algorithm Design
2025
Cited
0
Resume (English only)
Co-authors
93 total
Thomas Bäck
Thomas Bäck
Professor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, Norway
Anna V Kononova
Anna V Kononova
LIACS, Leiden University
Hao Wang
Hao Wang
Leiden University
Diederick Vermetten
Diederick Vermetten
LIP6, Sorbonne University, CNRS
Co-author 5
Co-author 5
Michael T.M. Emmerich (Dr. rer. nat.)
Michael T.M. Emmerich (Dr. rer. nat.)
Professor in Multiobjective Optimization
Thiago Rios
Thiago Rios
Senior Scientist, Honda Research Institute Europe GmbH
Bernhard Sendhoff
Bernhard Sendhoff
Honda Research Institute Europe