Ian Pons

According to our database, Ian Pons authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Improving Fairness in LLMs Through Testing-Time Adversaries.

Isabela Pereira Gregio, Ian Pons, Anna Helena Reali Costa, Artur Jordão

CoRR, May, 2025

Tiny Titans: Efficient Large Vision, Language and Multimodal Models Through Pruning.

Carolina Tavares, Leandro Giusti Mugnaini, Gustavo Henrique do Nascimento, Ian Pons, Keith Ogawa, Guilherme Stern, Lucas Libanio, Aline Paes, Anna Helena Reali Costa, Artur Jordão

Proceedings of the 38th SIBGRAPI Conference on Graphics, Patterns and Images, 2025

Enhancing Distilled Datasets Via Natural Data Mixing.

Ian Pons, Guilherme B. Stern, Anna Helena Reali Costa, Artur Jordão

Proceedings of the 38th SIBGRAPI Conference on Graphics, Patterns and Images, 2025

Pruning Everything, Everywhere, All at Once.

Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordão

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Effective Layer Pruning Through Similarity Metric Perspective.

Ian Pons, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão

Proceedings of the Pattern Recognition - 27th International Conference, 2024