| 2025 | SDM | Data mining the functional architecture of the brain's circuitry. | Adam S. Charles |
| 2024 | ICML | SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States. | Noga Mudrik, Gal Mishne, Adam S. Charles |
| 2019 | ICASSP | Learning Spatially-correlated Temporal Dictionaries for Calcium Imaging. | Gal Mishne, Adam S. Charles |
| 2018 | ICASSP | Sparse Dynamic Filtering via Earth Mover's Distance Regularization. | Nicholas P. Bertrand, John Lee, Adam S. Charles, Pavel Dunn, Christopher J. Rozell |
| 2017 | ICASSP | Stochastic filtering of two-photon imaging using reweighted ℓ1. | Adam S. Charles, Alexander Song, Sue Ann Koay, David W. Tank, Jonathan W. Pillow |
| 2013 | ICASSP | Dynamic filtering of sparse signals using reweighted ℓ1. | Adam S. Charles, Christopher J. Rozell |
| 2011 | CISS | Sparsity penalties in dynamical system estimation. | Adam S. Charles, Muhammad Salman Asif, Justin K. Romberg, Christopher J. Rozell |
| 2011 | ICASSP | Estimation and dynamic updating of time-varying signals with sparse variations. | Muhammad Salman Asif, Adam S. Charles, Justin K. Romberg, Christopher J. Rozell |