| 2026 | AAAI | A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract). | Arnav Gupta, Albert Liu, Eliza Haines, Riyadh Alghamdi, Aniketh S. Kota, Leslie M. Collins, Boyla O. Mainsah |
| 2025 | AAAI | Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract). | Rally Lin, Christina Mo, Reyan Shariff, Darrick Zhang, Abdullah Alumar, Kaleb Kassaw, Leslie M. Collins, Boyla O. Mainsah |
| 2022 | SMC | Language Model-Guided Classifier Adaptation for Brain-Computer Interfaces for Communication. | Xinlin J. Chen, Leslie M. Collins, Boyla O. Mainsah |
| 2018 | ICASSP | Augmented Latent Dirichlet Allocation (Lda) Topic Model with Gaussian Mixture Topics. | Kedar S. Prabhudesai, Boyla O. Mainsah, Leslie M. Collins, Chandra S. Throckmorton |
| 2018 | VR | Neurophysiology of Visual-Motor Learning During a Simulated Marksmanship Task in Immersive Virtual Reality. | Jillian M. Clements, Regis Kopper, David J. Zielinski, Hrishikesh Rao, Marc A. Sommer, Elayna P. Kirsch, Boyla O. Mainsah, Leslie M. Collins, Lawrence G. Appelbaum |
| 2017 | SMC | Adaptive stimulus selection in ERP-based brain-computer interfaces by maximizing expected discrimination gain. | Dmitry Kalika, Leslie M. Collins, Chandra S. Throckmorton, Boyla O. Mainsah |