Gjorgjina Cenikj

Postdoc, Jožef Stefan Institute

Joined

August 2021

Names

Gjorgjina Cenikj (Preferred)

Emails

****@ijs.si (Confirmed)

****@gmail.com

Personal Links

DBLP

Semantic Scholar

ACL Anthology

Career & Education History

Postdoc

Jožef Stefan Institute (ijs.si)

2025 – 2026

PhD student

Jožef Stefan Institute (ijs.si)

2022 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A survey of features used for representing black-box single-objective continuous optimization
Gjorgjina Cenikj, Ana Nikolikj, Gasper Petelin, Niki van Stein, Carola Doerr, Tome Eftimov
- Swarm Evol. Comput. 2026
- Readers: Everyone
Self-supervised Learning to Predict Optimizer Performance: A Trade-off Study Between Ground Truth Requirements and Prediction Quality
Sintija Stevanoska, Ana Nikolikj, Gjorgjina Cenikj, Eva Tuba, Saso Dzeroski, Tome Eftimov
- Submitted to ICLR 2026
- Readers: Everyone
FoodSEM: Large Language Model Specialized in Food Named-Entity Linking
Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Saso Dzeroski, Barbara Korousic-Seljak, Tome Eftimov
- CoRR 2025
- Readers: Everyone
Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
- CoRR 2025
- Readers: Everyone
ClustOpt: A Clustering-based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
- CoRR 2025
- Readers: Everyone
The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong
Gasper Petelin, Gjorgjina Cenikj
- CoRR 2025
- Readers: Everyone
Landscape features in single-objective continuous optimization: Have we hit a wall in algorithm selection generalization?
Gjorgjina Cenikj, Gasper Petelin, Moritz Seiler, Nikola Cenikj, Tome Eftimov
- Swarm Evol. Comput. 2025
- Readers: Everyone
Landscape Features in Single-Objective Continuous Optimization: Have We Hit a Wall in Algorithm Selection Generalization?
Gjorgjina Cenikj, Gasper Petelin, Moritz Seiler, Nikola Cenikj, Tome Eftimov
- CoRR 2025
- Readers: Everyone
ClustOpt: A Clustering-Based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
- CEC 2025
- Readers: Everyone

View all 52 publications

Co-Authors

View all 39 co-authors