Cristian E. Muñoz Villalobos

According to our database, Cristian E. Muñoz Villalobos authored at least 15 papers between 2019 and 2025.

Collaborative distances:

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

2025

LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries.

Zekun Wu, Seonglae Cho, Umar Mohammed, Cristian E. Muñoz, Kleyton da Costa, Xin Guan, Theo King, Ze Wang, Emre Kazim, Adriano S. Koshiyama

CoRR, May, 2025

From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs.

Navya Jain, Zekun Wu, Cristian E. Muñoz Villalobos, Airlie Hilliard, Xin Guan, Adriano S. Koshiyama, Emre Kazim, Philip C. Treleaven

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

2024

THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models.

Mengfei Liang, Archish Arun, Zekun Wu, Cristian E. Muñoz, Jonathan Lutch, Emre Kazim, Adriano S. Koshiyama, Philip C. Treleaven

CoRR, 2024

From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs.

Navya Jain, Zekun Wu, Cristian E. Muñoz, Airlie Hilliard, Adriano S. Koshiyama, Emre Kazim, Philip C. Treleaven

CoRR, 2024

Eliciting Personality Traits in Large Language Models.

Airlie Hilliard, Cristian E. Muñoz, Zekun Wu, Adriano Soares Koshiyama

CoRR, 2024

A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring.

Vinicius Kreischer de Almeida, Douglas Ericson Marcelino de Oliveira, Claudio Daniel Tenorio de Barros, Gabriel dos Santos Scatena, Asdrubal N. Queiroz Filho, Fábio Levy Siqueira, Anna Helena Reali Costa, Edson Satoshi Gomi, Leonardo A. F. Mendoza, Evelyn Conceição Santos Batista, Cristian E. Muñoz, Isabela Guimarães Siqueira, Rodrigo A. Barreira, Ismael H. F. dos Santos, Carlos Cardoso, Eduardo S. Ogasawara, Fábio Porto

Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024

2023

Local and Global Explainability Metrics for Machine Learning Predictions.

Cristian E. Muñoz, Kleyton da Costa, Bernardo Modenesi, Adriano S. Koshiyama

CoRR, 2023

Uncovering Bias in Face Generation Models.

Cristian E. Muñoz, Sara Zannone, Umar Mohammed, Adriano S. Koshiyama

CoRR, 2023

2022

Sentimental Analysis on Social Media Comments with Recurring Models and Pretrained Word Embeddings in Portuguese.

Cristian E. Muñoz Villalobos, Leonardo Forero Mendoza, Harold Dias de Mello, César H. Valencia, Alvaro Orjuela, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco

Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022

A Free Web Service for Fast COVID-19 Classification of Chest X-Ray Images with Artificial Intelligence.

Jose David Bermudez Castro, Jose E. Ruiz, Pedro Achanccaray Diaz, Smith W. Arauco Canchumuni, Cristian E. Muñoz Villalobos, Felipe Borges Coelho, Leonardo Forero Mendoza, Marco Aurélio Cavalcanti Pacheco

Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

2021

Improvement Optical Character Recognition for Structured Documents using Generative Adversarial Networks.

Jose David Bermudez Castro, Smith W. Arauco Canchumuni, Cristian E. Muñoz Villalobos, Fábio Corrêa Cordeiro, Antônio Marcelo Azevedo Alexandre, Marco Aurélio Cavalcanti Pacheco

Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021

2020

A free web service for fast COVID-19 classification of chest X-Ray images.

Jose David Bermudez Castro, Ricardo Rei, Jose E. Ruiz, Pedro Achanccaray Diaz, Smith W. Arauco Canchumuni, Cristian E. Muñoz Villalobos, Felipe Borges Coelho, Leonardo Forero Mendoza, Marco Aurélio Cavalcanti Pacheco

CoRR, 2020

2019

Improving Transfer Learning Performance: An Application in the Classification of Remote Sensing Data.

Gabriel Lins Tenório, Cristian E. Muñoz Villalobos, Leonardo A. Forero Mendoza, Eduardo Costa da Silva, Wouter Caarls

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM.

Leonardo Forero Mendoza, Manoela Kohler, Cristian E. Muñoz, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Severe Asthma Exacerbations Prediction Using Neural Networks.

Arthur Silveira, Cristian E. Muñoz, Leonardo A. F. Mendoza

Proceedings of the Engineering Applications of Neural Networks, 2019