| 2023 | IJCNN | Using Feature Selection from XGBoost to Predict MIC Values with Neural Networks. | Cory Kromer-Edwards, Mariana Castanheira, Suely Oliveira |
| 2023 | IJCNN | Finding, and Countering, Future Resistance using Bacterial Antibiotic Adversarial Genetic Algorithm (BAAGA). | Cory Kromer-Edwards, Suely Oliveira |
| 2021 | AIED | Incorporating Item Response Theory into Knowledge Tracing. | Geoffrey A. Converse, Shi Pu, Suely Oliveira |
| 2020 | GECCO | gBeam-ACO: a greedy and faster variant of Beam-ACO. | Jeffrey Hajewski, Suely Oliveira, David E. Stewart, Laura Weiler |
| 2020 | GECCO | Evolving deep autoencoders. | Jeffrey Hajewski, Suely Oliveira, Xiaoyu Xing |
| 2019 | AIED | Autoencoders for Educational Assessment. | Geoffrey A. Converse, Mariana Curi, Suely Oliveira |
| 2019 | CEC | Two Simple Tricks for Fast Cache-Aware Parallel Particle Swarm Optimization. | Jeffrey Hajewski, Suely Oliveira |
| 2019 | IJCNN | Interpretable Variational Autoencoders for Cognitive Models. | Mariana Curi, Geoffrey A. Converse, Jeffrey Hajewski, Suely Oliveira |
| 2019 | IJCNN | Parallelizing Basis Pursuit Denoising. | Cory Kromer-Edwards, Suely Oliveira, David E. Stewart |
| 2018 | ICDM | Smoothed Hinge Loss and ℓ1 Support Vector Machines. | Jeffrey Hajewski, Suely Oliveira, David E. Stewart |
| 2007 | ICCS | Hierarchical-Matrix Preconditioners for Parabolic Optimal Control Problems. | Suely Oliveira, Fang Yang |
| 2006 | ICCS | A Multilevel Approach to Identify Functional Modules in a Yeast Protein-Protein Interaction Network. | Suely Oliveira, Sang-Cheol Seok |
| 2005 | ICCS | A Multi-level Approach for Document Clustering. | Suely Oliveira, Sang-Cheol Seok |
| 2002 | ICCS | A Subspace Semidefinite Programming for Spectral Graph Partitioning. | Suely Oliveira, David E. Stewart, Takako Soma |
| 1998 | EuroPar | A Parallel Solver for Extreme Eigenpairs. | Leonardo Borges, Suely Oliveira |