Luan Soares de Souza

According to our database, Luan Soares de Souza authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Do Users Prefer Personality-Aligned Explanations? A Generative OCEAN Approach to Recommender Systems.

Gabrielle Alves, Dietmar Jannach, Luan Soares de Souza, Marcelo Garcia Manzato

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

2025

A methodological analysis of prompt perturbations and their effect on attack success rates.

Tiago Machado, Maysa Malfiza Garcia de Macedo, Rogério Abreu de Paula, Marcelo Carpinette Grave, Aminat Adebiyi, Luan Soares de Souza, Enrico Santarelli, Claudio S. Pinhanez

CoRR, November, 2025

A Comprehensive Evaluation framework of Alignment Techniques for LLMs.

Muneeza Azmat, Momin Abbas, Maysa Malfiza Garcia de Macedo, Marcelo Carpinette Grave, Luan Soares de Souza, Tiago Machado, Rogério Abreu de Paula, Raya Horesh, Yixin Chen, Heloisa Caroline de Souza Pereira Candello, Rebecka Nordenlow, Aminat Adebiyi

CoRR, August, 2025

Towards Personality-Aware Explanations for Music Recommendations Using Generative AI.

Gabrielle Alves, Dietmar Jannach, Luan Soares de Souza, Marcelo Garcia Manzato

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

2024

Fairness Explanations in Recommender Systems.

Luan Soares de Souza

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

A User Study on Explanations with Different Levels of Detail in Recommender Systems.

Luan Soares de Souza, Marcelo Garcia Manzato

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

2022

Aspect-Based Summarization: An Approach With Different Levels of Details to Explain Recommendations.

Luan Soares de Souza, Marcelo Garcia Manzato

Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022