Edson Riberto Bollis

Postdoc, IC, Universidade Estadual de Campinas

Researcher, ICTi, Instituto de Ciência e Tecnologia Itaú - ICTi

Joined

March 2026

Names

Edson Riberto Bollis (Preferred)

Edson Bollis

Edson R. Bollis

Emails

****@itau-unibanco.com.br (Confirmed)

****@gmail.com (Confirmed)

****@unicamp.br (Confirmed)

Personal Links

Career & Education History

Postdoc

IC, Universidade Estadual de Campinas (unicamp.br)

2026 – Present

Researcher

ICTi, Instituto de Ciência e Tecnologia Itaú - ICTi (itau-unibanco.com.br)

2022 – 2026

Advisors, Relations & Conflicts

Postdoc Advisor

Anderson Rocha

2026 – Present

Coworker

Lucas Francisco Amaral Orosco Pellicer

2022 – 2026

PhD Advisor

Sandra Avila

2017 – 2022

PhD Advisor

Helio Pedrini

2017 – 2022

Expertise

Artificial Inteligence

Present

Machine Learning

Present

Deep Learning

Present

Gen AI

Present

Agents

Present

Publications

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 2026
- Readers: Everyone
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 Pellicer, Aline Paes
- 6th ACM International Conference on AI in Finance
- Readers: Everyone
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 2026
- Readers: Everyone
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 2026
- Readers: Everyone
Developing an ESG-Oriented Large Language Model through ESG Practices
Gabriel Assis, Ayrton Surica, Pedro Kroll, Gabriela Aires, Darian Rabbani, Edson Bollis, Lucas Pellicer, Aline Paes
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
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 2025
- Readers: Everyone
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 Pellicer, Aline Paes
- Crossref
- Readers: Everyone
Evaluating Prompt Injection Attacks with LSTM-Based Generative Adversarial Networks: A Lightweight Alternative to Large Language Models
Sharaf Rashid, Edson Bollis, Lucas Pellicer, Darian Rabbani, Rafael Palacios, Aneesh Gupta, Amar Gupta
- Machine Learning and Knowledge Extraction
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone
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
- ICAIF 2025
- Readers: Everyone

View all 21 publications

Co-Authors

View all 39 co-authors