| 2025 | GECCO | Call for Action: towards the next generation of symbolic regression benchmark. | Guilherme Seidyo Imai Aldeia, Hengzhe Zhang, Geoffrey F. Bomarito, Miles D. Cranmer, Alcides Fonseca, Bogdan Burlacu, William G. La Cava, Fabrcio Olivetti de Frana |
| 2024 | GECCO | Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana, William G. La Cava |
| 2024 | GECCO | Minimum variance threshold for epsilon-lexicase selection. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana, William G. La Cava |
| 2022 | GECCO | Interaction-transformation evolutionary algorithm with coefficients optimization. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana |
| 2021 | GECCO | Measuring feature importance of symbolic regression models using partial effects. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana |
| 2020 | CEC | A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana |
| 2018 | CEC | Lightweight Symbolic Regression with the Interaction - Transformation Representation. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana |