| 2026 | AIED | Offline-First AIED: An Architectural Blueprint for On-Device LLM Integration in Low-Resource Educational Contexts. | Aristoteles Barros, Mateus Monteiro, Ermesson L. dos Santos, Ig Ibert Bittencourt, Seiji Isotani, Luiz A. L. Rodrigues, Diego Dermeval |
| 2025 | AIED | Evaluating Large Language Model Quality in Resource-Constrained Environments: An Educational Stakeholders' Survey on Accuracy, Completeness, and Readability in Brazil. | Aristoteles Barros, Mateus Monteiro, Luiz A. L. Rodrigues, Diego Dermeval, Seiji Isotani, Ig Ibert Bittencourt |
| 2025 | AIED | "Small Device, Big Decision: " Comparing Lightweight LLMs' Computational Performance and Output Quality for AIED Unplugged. | Mateus Monteiro, Aristoteles Barros, Luiz A. L. Rodrigues, Diego Dermeval, Ig Ibert Bittencourt, Seiji Isotani, Valmir Macario |
| 2024 | ICTD | Near Feasibility, Distant Practicality: Empirical Analysis of Deploying and Using LLMs on Resource-Constrained Smartphones. | Mateus Monteiro Santos, Aristoteles Barros, Luiz Rodrigues, Diego Dermeval, Tiago T. Primo, Ig Ibert Bittencourt, Seiji Isotani |