| 2024 | AAAI | Rating-Based Reinforcement Learning. | Devin White, Mingkang Wu, Ellen R. Novoseller, Vernon J. Lawhern, Nicholas R. Waytowich, Yongcan Cao |
| 2020 | SMC | Modeling the Relationship Between Cognitive State and Task Performance in Passive BCIs using Cross-Dataset Learning. | Jonathan R. McDaniel, Stephen M. Gordon, Vernon J. Lawhern |
| 2019 | AAAI | Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time. | Vinicius G. Goecks, Gregory M. Gremillion, Vernon J. Lawhern, John Valasek, Nicholas R. Waytowich |
| 2017 | IUI | Real World BCI: Cross-Domain Learning and Practical Applications. | Stephen M. Gordon, Matthew Jaswa, Amelia J. Solon, Vernon J. Lawhern |
| 2016 | SMC | Collaborative image triage with humans and computer vision. | Addison W. Bohannon, Nicholas R. Waytowich, Vernon J. Lawhern, Brian M. Sadler, Brent J. Lance |
| 2016 | SMC | Agreement rate initialized maximum likelihood estimator for ensemble classifier aggregation and its application in brain-computer interface. | Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin |
| 2016 | SMC | Offline EEG-based driver drowsiness estimation using enhanced batch-mode active learning (EBMAL) for regression. | Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin |
| 2016 | SMC | Spectral meta-learner for regression (SMLR) model aggregation: Towards calibrationless brain-computer interface (BCI). | Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin |
| 2015 | ACII | Reducing BCI calibration effort in RSVP tasks using online weighted adaptation regularization with source domain selection. | Dongrui Wu, Vernon J. Lawhern, Brent J. Lance |
| 2015 | SMC | Reducing Offline BCI Calibration Effort Using Weighted Adaptation Regularization with Source Domain Selection. | Dongrui Wu, Vernon J. Lawhern, Brent J. Lance |