Edson Bollis

According to our database, Edson Bollis authored at least 12 papers between 2015 and 2026.

Collaborative distances:

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

2026

Developing an ESG-Oriented Large Language Model through ESG Practices.

Gabriel Assis, Ayrton Surica, Pedro Kroll, Gabriela Aires, Darian Rabbani, Edson Bollis, Lucas F. A. O. Pellicer, Aline Paes

CoRR, March, 2026

Compressing LLMs with MoP: Mixture of Pruners.

Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Leandro Giusti Mugnaini, Keith Ogawa, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordão

CoRR, February, 2026

Layer-wise LoRA fine-tuning: a similarity metric approach.

Keith Ando Ogawa, Bruno Lopes Yamamoto, Lucas Lauton de Alcantara, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordão

CoRR, February, 2026

2025

Technical Report on Text Dataset Distillation.

Keith Ogawa, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Anna Helena Reali Costa, Artur Jordão

CoRR, December, 2025

Evaluating Prompt Injection Attacks with LSTM-Based Generative Adversarial Networks: A Lightweight Alternative to Large Language Models.

Sharaf Rashid, Edson R. Bollis, Lucas F. A. O. Pellicer, Darian Rabbani, Rafael Palacios, Aneesh Gupta, Amar Gupta

Mach. Learn. Knowl. Extr., 2025

Efficient LLMs with AMP: Attention Heads and MLP Pruning.

Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordão

Proceedings of the International Joint Conference on Neural Networks, 2025

On the Potential of Tool-Enhanced Small Language Models to Match Large Models in Finance.

Gabriel Assis, Ayrton Surica, Pedro Kroll, Carina Munhoz, Darian Rabbani, Edson Bollis, Lucas F. A. O. Pellicer, Aline Paes

Proceedings of the 6th ACM International Conference on AI in Finance, 2025

2024

Aroeira: A Curated Corpus for the Portuguese Language with a Large Number of Tokens.

Thiago Lira, Flávio Nakasato Cação, Cinthia Souza, João Valentini, Edson Bollis, Otavio Oliveira, Renato Almeida, Marcio Magalhães, Katia Poloni, Andre Oliveira, Lucas F. A. O. Pellicer

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

2022

Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification.

Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila

Comput. Electron. Agric., 2022

2020

Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark.

Edson R. Bollis, Hélio Pedrini, Sandra Avila

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Combating the Elsagate Phenomenon: Deep Learning Architectures for Disturbing Cartoons.

Akari Ishikawa, Edson R. Bollis, Sandra Avila

Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

2015

A Robust Software Product Line Architecture for Data Collection in Android Platform.

Gustavo M. Waku, Edson R. Bollis, Cecília M. F. Rubira, Ricardo da Silva Torres

Proceedings of the 2015 IX Brazilian Symposium on Components, 2015