Scientific Articles
Preprint
Improving Existing Optimization Algorithms with LLMs (2025). ArXiv.
Authors: Camilo Chacón Sartori, Christian Blum.
Journal
[3] VisGraphVar: A Benchmark Generator for Assessing Variability in Graph Analysis Using Large Vision-Language Models (2025). IEEE Access.
Authors: Camilo Chacón Sartori, Christian Blum, Filippo Bistaffa.
[2] Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach (2025). IEEE Access.
Authors: Camilo Chacón Sartori, Christian Blum, Filippo Bistaffa, and Guillem Rodríguez Corominas.
[1] STNWeb: A new visualization tool for analyzing optimization algorithms (2023). Software Impacts.
Authors: Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa.
Conference
An Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy (2024). Genetic and Evolutionary Computation Conference (GECCO) 24. Core A
Authors: Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa.
Large Language Models for the Automated Analysis of Optimization Algorithms (2024). Genetic and Evolutionary Computation Conference (GECCO) 24. Core A
Authors: Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa.
STNWeb for the Analysis of Optimization Algorithms: A Short Introduction (2024). Metaheuristics International Conference (MIC).
Authors: Camilo Chacón Sartori, Christian Blum.
Q-Learning Ant Colony Optimization supported by Deep Learning for Target Set Selection (2023). Genetic and Evolutionary Computation Conference (GECCO) 23. Core A
Authors: Jairo Enrique Ramírez Sánchez, Camilo Chacón Sartori, Christian Blum.
Search Trajectory Networks Meet the Web: A Web Application for the Visual Comparison of Optimization Algorithms (2023). International Conference on Software and Computer Applications (ICSCA).
Authors: Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa.
Boosting a Genetic Algorithm with Graph Neural Networks for Multi-Hop Influence Maximization in Social Networks (2022). Conference on Computer Science and Intelligence System (FedCSIS). Core B. Best paper award.
Authors: Camilo Chacón Sartori, Christian Blum.